本文共 88220 字，大约阅读时间需要 294 分钟。

目标检测与识别技术

使用Opencv自带的HOGDescriptor函数检测人：利用的是HOG和SVM方法

import cv2import numpy as npdef is_inside(o, i):    ox, oy, ow, oh = o    ix, iy, iw, ih = i    return ox > ix and oy > iy and ox + ow < ix + iw and oy + oh < iy + ihdef draw_person(image, person):    x, y, w, h = person    cv2.rectangle(img, (x, y), (x + w, y + h), (0, 255, 255), 2)img = cv2.imread("people.jpg")hog = cv2.HOGDescriptor()hog.setSVMDetector(cv2.HOGDescriptor_getDefaultPeopleDetector())found, w = hog.detectMultiScale(img)#, winStride=(8,8),scale=1.05found_filtered = []for ri, r in enumerate(found):    for qi, q in enumerate(found):        if ri != qi and is_inside(r, q):            break    else:        found_filtered.append(r)for person in found_filtered:    draw_person(img, person)cv2.imshow("people detection", img)  pic = cv2.resize(img, (400, 400), interpolation=cv2.INTER_CUBIC)cv2.waitKey(0)cv2.destroyAllWindows()

实际检测出来的效果并不好，可能是自己太菜了，还不会调

车训练集网址：http://ai.stanford.edu/~jkrause/cars/car_dataset.html

汽车检测

    为了使结果的准确度在可接受范围内，许哟啊一个足够大的数据集，包括训练推向的大小要一样

训练集：

输入：

import cv2import numpy as npfrom os.path import joindatapath = "./TrainCarImages"def path(cls,i):    return "%s/%s%d.jpg"  % (datapath,cls,i+1)  pos, neg = "pos", "neg"#print(path(pos,0))detect = cv2.xfeatures2d.SIFT_create()extract = cv2.xfeatures2d.SIFT_create()flann_params = dict(algorithm = 1, trees = 5)matcher = cv2.FlannBasedMatcher(flann_params, {})bow_kmeans_trainer = cv2.BOWKMeansTrainer(40)extract_bow = cv2.BOWImgDescriptorExtractor(extract, matcher)def extract_sift(fn):    im = cv2.imread(fn,0)    return extract.compute(im, detect.detect(im))[1]  for i in range(8):    bow_kmeans_trainer.add(extract_sift(path(pos,i)))    bow_kmeans_trainer.add(extract_sift(path(neg,i)))  voc = bow_kmeans_trainer.cluster()extract_bow.setVocabulary( voc )def bow_features(fn):    im = cv2.imread(fn,0)    return extract_bow.compute(im, detect.detect(im))traindata, trainlabels = [],[]for i in range(20): #    print(i)    traindata.extend(bow_features(path(pos, i)))    trainlabels.append(1)    traindata.extend(bow_features(path(neg, i)))    trainlabels.append(-1)svm = cv2.ml.SVM_create()svm.train(np.array(traindata), cv2.ml.ROW_SAMPLE, np.array(trainlabels))def predict(fn):    f = bow_features(fn);      p = svm.predict(f)    print (fn, "\t", p[1][0][0])    return p  car, notcar = "car.jpg", "dd.jpg"car_img = cv2.imread(car)notcar_img = cv2.imread(notcar)car_predict = predict(car)not_car_predict = predict(notcar)font = cv2.FONT_HERSHEY_SIMPLEXif (car_predict[1][0][0] == 1.0):    cv2.putText(car_img,'Car Detected',(10,30), font, 1,(0,255,0),2,cv2.LINE_AA)    print('not_car_predict',not_car_predict[1][0][0])if (not_car_predict[1][0][0] == -1.0):    cv2.putText(notcar_img,'Car Not Detected',(10,30), font, 1,(0,0, 255),2,cv2.LINE_AA)cv2.imshow('BOW + SVM Success', car_img)cv2.imshow('BOW + SVM Failure', notcar_img)cv2.waitKey(0)cv2.destroyAllWindows()

输出：

    在实际验证过程中发现，是否识别为Car Not Detected与负样本有很大关系，如果目标样本与负样本区别很大的话，很可能会被识别为正样本。

    造成的原因可能是负样本的单一性，以及训练集数量过少等

汽车检测：

项目结构：

changefilesname.py

import cv2import numpy as npfrom car_detector.detector import car_detector, bow_featuresfrom car_detector.pyramid import pyramidfrom car_detector.non_maximum import non_max_suppression_fast as nmsfrom car_detector.sliding_window import sliding_windowimport urllib.requestdef in_range(number, test, thresh=0.2):    return abs(number - test) < threshtest_image = "testcar.jpg"#img_path = "testcars.jpg"#urllib.urlretrieve(test_image, img_path)#urllib.request.urlretrieve(test_image, img_path)svm, extractor = car_detector()detect = cv2.xfeatures2d.SIFT_create()w, h = 100, 40img = cv2.imread(test_image)#img = cv2.imread(test_image)rectangles = []counter = 1scaleFactor = 1.25scale = 1font = cv2.FONT_HERSHEY_PLAINfor resized in pyramid(img, scaleFactor):    scale = float(img.shape[1]) / float(resized.shape[1])  for (x, y, roi) in sliding_window(resized, 20, (100, 40)):        if roi.shape[1] != w or roi.shape[0] != h:      continue    try:      bf = bow_features(roi, extractor, detect)      _, result = svm.predict(bf)      a, res = svm.predict(bf, flags=cv2.ml.STAT_MODEL_RAW_OUTPUT | cv2.ml.STAT_MODEL_UPDATE_MODEL)      print ("Class: %d, Score: %f, a: %s" % (result[0][0], res[0][0], res))      score = res[0][0]      if result[0][0] == 1:        if score < -1.0:          rx, ry, rx2, ry2 = int(x * scale), int(y * scale), int((x+w) * scale), int((y+h) * scale)          rectangles.append([rx, ry, rx2, ry2, abs(score)])    except:      pass    counter += 1 windows = np.array(rectangles)boxes = nms(windows, 0.25)for (x, y, x2, y2, score) in boxes:  print (x, y, x2, y2, score)  cv2.rectangle(img, (int(x),int(y)),(int(x2), int(y2)),(0, 255, 0), 1)  cv2.putText(img, "%f" % score, (int(x),int(y)), font, 1, (0, 255, 0))cv2.imshow("img", img)cv2.waitKey(0)

detector.py

import cv2import numpy as npdatapath = "./TrainCarImages"SAMPLES = 20def path(cls,i):    return "%s/%s%d.jpg"  % (datapath,cls,i+1)def get_flann_matcher():    flann_params = dict(algorithm = 1, trees = 5)    return cv2.FlannBasedMatcher(flann_params, {})def get_bow_extractor(extract, match):    return cv2.BOWImgDescriptorExtractor(extract, match)def get_extract_detect():    return cv2.xfeatures2d.SIFT_create(), cv2.xfeatures2d.SIFT_create()def extract_sift(fn, extractor, detector):    im = cv2.imread(fn,0)    return extractor.compute(im, detector.detect(im))[1]    def bow_features(img, extractor_bow, detector):    return extractor_bow.compute(img, detector.detect(img))def car_detector():    pos, neg = "pos", "neg"    detect, extract = get_extract_detect()    matcher = get_flann_matcher()    #extract_bow = get_bow_extractor(extract, matcher)    print ("building BOWKMeansTrainer...")    bow_kmeans_trainer = cv2.BOWKMeansTrainer(12)    extract_bow = cv2.BOWImgDescriptorExtractor(extract, matcher)        print ("adding features to trainer")    for i in range(SAMPLES):        print (i)        print('path(pos,i):',path(pos,i))        bow_kmeans_trainer.add(extract_sift(path(pos,i), extract, detect))        #bow_kmeans_trainer.add(extract_sift(path(neg,i), extract, detect))              vocabulary = bow_kmeans_trainer.cluster()    extract_bow.setVocabulary(vocabulary)        traindata, trainlabels = [],[]    print ("adding to train data")    for i in range(SAMPLES):        print (i)        traindata.extend(bow_features(cv2.imread(path(pos, i), 0), extract_bow, detect))        trainlabels.append(1)        traindata.extend(bow_features(cv2.imread(path(neg, i), 0), extract_bow, detect))        trainlabels.append(-1)        svm = cv2.ml.SVM_create()    svm.setType(cv2.ml.SVM_C_SVC)    svm.setGamma(1)    svm.setC(35)    svm.setKernel(cv2.ml.SVM_RBF)        svm.train(np.array(traindata), cv2.ml.ROW_SAMPLE, np.array(trainlabels))    return svm, extract_bow

import cv2def resize(img, scaleFactor):    return cv2.resize(img, (int(img.shape[1] * (1 / scaleFactor)), int(img.shape[0] * (1 / scaleFactor))), interpolation=cv2.INTER_AREA)def pyramid(image, scale=1.5, minSize=(200, 80)):    yield image        while True:        image = resize(image, scale)        if image.shape[0] < minSize[1] or image.shape[1] < minSize[0]:            break                yield image

# import the necessary packagesimport numpy as np# Malisiewicz et al.# Python port by Adrian Rosebrockdef non_max_suppression_fast(boxes, overlapThresh):  # if there are no boxes, return an empty list  if len(boxes) == 0:    return []  # if the bounding boxes integers, convert them to floats --  # this is important since we'll be doing a bunch of divisions  if boxes.dtype.kind == "i":    boxes = boxes.astype("float")  # initialize the list of picked indexes   pick = []  # grab the coordinates of the bounding boxes  x1 = boxes[:,0]  y1 = boxes[:,1]  x2 = boxes[:,2]  y2 = boxes[:,3]  scores = boxes[:,4]  # compute the area of the bounding boxes and sort the bounding  # boxes by the score/probability of the bounding box  area = (x2 - x1 + 1) * (y2 - y1 + 1)  idxs = np.argsort(scores)[::-1]  # keep looping while some indexes still remain in the indexes  # list  while len(idxs) > 0:    # grab the last index in the indexes list and add the    # index value to the list of picked indexes    last = len(idxs) - 1    i = idxs[last]    pick.append(i)    # find the largest (x, y) coordinates for the start of    # the bounding box and the smallest (x, y) coordinates    # for the end of the bounding box    xx1 = np.maximum(x1[i], x1[idxs[:last]])    yy1 = np.maximum(y1[i], y1[idxs[:last]])    xx2 = np.minimum(x2[i], x2[idxs[:last]])    yy2 = np.minimum(y2[i], y2[idxs[:last]])    # compute the width and height of the bounding box    w = np.maximum(0, xx2 - xx1 + 1)    h = np.maximum(0, yy2 - yy1 + 1)    # compute the ratio of overlap    overlap = (w * h) / area[idxs[:last]]    # delete all indexes from the index list that have    idxs = np.delete(idxs, np.concatenate(([last],      np.where(overlap > overlapThresh)[0])))  # return only the bounding boxes that were picked using the  # integer data type  return boxes[pick].astype("int")

sliding_window.py

def sliding_window(image, step, window_size):    for y in range(0, image.shape[0], step):        for x in range(0, image.shape[1], step):            yield (x, y, image[y:y + window_size[1], x:x + window_size[0]])

输出：

OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 1.113939, a: [[ 1.11393857]]Class: -1, Score: 2.090496, a: [[ 2.09049606]]Class: -1, Score: 2.090496, a: [[ 2.09049606]]Class: -1, Score: 2.090496, a: [[ 2.09049606]]Class: -1, Score: 2.963510, a: [[ 2.96351004]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: 1, Score: -4.245365, a: [[-4.24536467]]Class: 1, Score: -2.548491, a: [[-2.54849124]]Class: 1, Score: -2.548491, a: [[-2.54849124]]Class: 1, Score: -2.548491, a: [[-2.54849124]]Class: 1, Score: -2.548491, a: [[-2.54849124]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: 1, Score: -4.245365, a: [[-4.24536467]]Class: 1, Score: -3.585461, a: [[-3.5854609]]Class: 1, Score: -3.585461, a: [[-3.5854609]]Class: 1, Score: -3.585461, a: [[-3.5854609]]Class: 1, Score: -3.585461, a: [[-3.5854609]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: 1, Score: -1.258763, a: [[-1.25876319]]Class: 1, Score: -1.301664, a: [[-1.30166388]]Class: 1, Score: -1.301664, a: [[-1.30166388]]Class: 1, Score: -1.301664, a: [[-1.30166388]]Class: 1, Score: -0.647123, a: [[-0.6471234]]Class: -1, Score: 0.032799, a: [[ 0.03279879]]Class: -1, Score: 1.113939, a: [[ 1.11393857]]Class: -1, Score: 1.113939, a: [[ 1.11393857]]Class: -1, Score: 1.113939, a: [[ 1.11393857]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: 1, Score: -2.417843, a: [[-2.41784286]]Class: 1, Score: -2.361266, a: [[-2.36126637]]Class: 1, Score: -1.823585, a: [[-1.82358515]]Class: 1, Score: -1.823585, a: [[-1.82358515]]Class: 1, Score: -1.148721, a: [[-1.14872146]]Class: -1, Score: 1.182063, a: [[ 1.18206298]]Class: 1, Score: -0.497804, a: [[-0.49780384]]Class: 1, Score: -0.903797, a: [[-0.90379727]]Class: 1, Score: -0.903797, a: [[-0.90379727]]Class: 1, Score: -0.421277, a: [[-0.42127678]]Class: 1, Score: -0.531360, a: [[-0.53135991]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 5.431592, a: [[ 5.43159199]]Class: -1, Score: 5.300595, a: [[ 5.30059528]]Class: -1, Score: 3.576167, a: [[ 3.57616735]]Class: -1, Score: 3.693149, a: [[ 3.69314933]]Class: -1, Score: 2.499667, a: [[ 2.49966693]]Class: -1, Score: 1.271291, a: [[ 1.27129149]]Class: -1, Score: 1.865553, a: [[ 1.8655529]]Class: -1, Score: 3.047674, a: [[ 3.0476737]]Class: -1, Score: 1.044656, a: [[ 1.04465568]]Class: -1, Score: 0.802182, a: [[ 0.80218178]]Class: -1, Score: 0.525431, a: [[ 0.5254308]]Class: -1, Score: 0.816452, a: [[ 0.81645203]]Class: 1, Score: -0.077282, a: [[-0.07728156]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 5.431592, a: [[ 5.43159199]]Class: -1, Score: 5.300595, a: [[ 5.30059528]]Class: -1, Score: 5.320632, a: [[ 5.32063246]]Class: -1, Score: 5.454574, a: [[ 5.45457363]]Class: -1, Score: 5.210835, a: [[ 5.21083546]]Class: -1, Score: 4.595314, a: [[ 4.59531403]]Class: -1, Score: 5.048146, a: [[ 5.04814577]]Class: -1, Score: 2.090496, a: [[ 2.09049606]]Class: -1, Score: 2.223991, a: [[ 2.22399092]]Class: -1, Score: 1.830957, a: [[ 1.83095741]]Class: -1, Score: 1.111495, a: [[ 1.11149538]]Class: -1, Score: 0.032799, a: [[ 0.03279879]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: 1, Score: -0.437271, a: [[-0.43727091]]Class: 1, Score: -1.800964, a: [[-1.80096447]]Class: 1, Score: -1.800964, a: [[-1.80096447]]Class: 1, Score: -1.800964, a: [[-1.80096447]]Class: 1, Score: -1.800964, a: [[-1.80096447]]Class: 1, Score: -0.196570, a: [[-0.19657023]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: 1, Score: -1.308041, a: [[-1.30804074]]Class: 1, Score: -0.782550, a: [[-0.78255039]]Class: 1, Score: -0.782550, a: [[-0.78255039]]Class: 1, Score: -0.782550, a: [[-0.78255039]]Class: 1, Score: -0.782550, a: [[-0.78255039]]Class: 1, Score: -0.196570, a: [[-0.19657023]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: 1, Score: -3.585461, a: [[-3.5854609]]Class: 1, Score: -3.585461, a: [[-3.5854609]]Class: 1, Score: -3.585461, a: [[-3.5854609]]Class: 1, Score: -3.585461, a: [[-3.5854609]]Class: 1, Score: -3.585461, a: [[-3.5854609]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 0.946720, a: [[ 0.94672012]]Class: -1, Score: 0.227873, a: [[ 0.22787289]]Class: -1, Score: 0.745834, a: [[ 0.74583405]]Class: 1, Score: -1.806858, a: [[-1.80685771]]Class: 1, Score: -1.806858, a: [[-1.80685771]]Class: 1, Score: -2.706745, a: [[-2.70674539]]Class: 1, Score: -3.585461, a: [[-3.5854609]]Class: 1, Score: -3.585461, a: [[-3.5854609]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 1.113939, a: [[ 1.11393857]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: 1, Score: -1.276521, a: [[-1.27652133]]Class: -1, Score: 0.122222, a: [[ 0.12222214]]Class: -1, Score: 0.404668, a: [[ 0.40466839]]Class: -1, Score: 0.404668, a: [[ 0.40466839]]Class: -1, Score: 0.827220, a: [[ 0.82722032]]Class: 1, Score: -0.227194, a: [[-0.22719435]]Class: 1, Score: -1.001999, a: [[-1.00199866]]Class: 1, Score: -1.814914, a: [[-1.81491446]]Class: 1, Score: -1.953952, a: [[-1.9539516]]Class: 1, Score: -1.837740, a: [[-1.83773959]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 5.431592, a: [[ 5.43159199]]Class: -1, Score: 1.184926, a: [[ 1.18492556]]Class: -1, Score: 2.937815, a: [[ 2.93781519]]Class: -1, Score: 3.262046, a: [[ 3.26204586]]Class: -1, Score: 3.326775, a: [[ 3.32677531]]Class: -1, Score: 2.635638, a: [[ 2.63563848]]Class: -1, Score: 2.641866, a: [[ 2.64186573]]Class: -1, Score: 0.289747, a: [[ 0.28974658]]Class: 1, Score: -0.558327, a: [[-0.55832666]]Class: 1, Score: -1.102225, a: [[-1.10222518]]Class: 1, Score: -0.739893, a: [[-0.7398932]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 5.431592, a: [[ 5.43159199]]Class: -1, Score: 4.225480, a: [[ 4.22548008]]Class: -1, Score: 4.853210, a: [[ 4.85321045]]Class: -1, Score: 5.247846, a: [[ 5.24784565]]Class: -1, Score: 5.247846, a: [[ 5.24784565]]Class: -1, Score: 4.566898, a: [[ 4.56689787]]Class: -1, Score: 5.693561, a: [[ 5.69356108]]Class: -1, Score: 2.963510, a: [[ 2.96351004]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 2.963510, a: [[ 2.96351004]]Class: -1, Score: 2.963510, a: [[ 2.96351004]]Class: -1, Score: 2.963510, a: [[ 2.96351004]]Class: -1, Score: 2.963510, a: [[ 2.96351004]]Class: -1, Score: 2.963510, a: [[ 2.96351004]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: 1, Score: -2.410865, a: [[-2.41086483]]Class: 1, Score: -1.800964, a: [[-1.80096447]]Class: 1, Score: -1.800964, a: [[-1.80096447]]Class: 1, Score: -1.800964, a: [[-1.80096447]]Class: 1, Score: -2.666534, a: [[-2.66653442]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: 1, Score: -0.384363, a: [[-0.3843632]]Class: -1, Score: 0.759145, a: [[ 0.75914478]]Class: -1, Score: 0.759145, a: [[ 0.75914478]]Class: -1, Score: 0.759145, a: [[ 0.75914478]]Class: -1, Score: 0.759145, a: [[ 0.75914478]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: 1, Score: -0.384363, a: [[-0.3843632]]Class: 1, Score: -0.384363, a: [[-0.3843632]]Class: 1, Score: -2.475841, a: [[-2.47584057]]Class: 1, Score: -2.475841, a: [[-2.47584057]]Class: 1, Score: -2.475841, a: [[-2.47584057]]Class: 1, Score: -1.249594, a: [[-1.24959409]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 0.067010, a: [[ 0.06701043]]Class: 1, Score: -1.760071, a: [[-1.7600714]]Class: 1, Score: -1.412620, a: [[-1.41262007]]Class: 1, Score: -1.735463, a: [[-1.7354629]]Class: 1, Score: -0.806682, a: [[-0.80668241]]Class: -1, Score: 0.045055, a: [[ 0.0450548]]Class: 1, Score: -0.984114, a: [[-0.98411351]]Class: 1, Score: -1.392523, a: [[-1.39252329]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 0.626966, a: [[ 0.62696606]]Class: -1, Score: 0.973085, a: [[ 0.97308511]]Class: -1, Score: 1.417803, a: [[ 1.41780293]]Class: -1, Score: 1.526941, a: [[ 1.52694082]]Class: 1, Score: -0.299325, a: [[-0.2993246]]Class: 1, Score: -0.342969, a: [[-0.34296897]]Class: 1, Score: -1.743134, a: [[-1.74313414]]Class: 1, Score: -1.743134, a: [[-1.74313414]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 2.330042, a: [[ 2.33004189]]Class: -1, Score: 1.840977, a: [[ 1.84097743]]Class: -1, Score: 2.764489, a: [[ 2.7644887]]Class: -1, Score: 2.988511, a: [[ 2.98851085]]Class: -1, Score: 0.724369, a: [[ 0.72436887]]Class: -1, Score: 1.830957, a: [[ 1.83095741]]Class: -1, Score: 1.830957, a: [[ 1.83095741]]Class: -1, Score: 1.111495, a: [[ 1.11149538]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 1.045688, a: [[ 1.04568839]]Class: 1, Score: -1.555457, a: [[-1.55545735]]Class: 1, Score: -1.555457, a: [[-1.55545735]]Class: 1, Score: -1.555457, a: [[-1.55545735]]Class: 1, Score: -1.555457, a: [[-1.55545735]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 1.045688, a: [[ 1.04568839]]Class: 1, Score: -1.034236, a: [[-1.03423584]]Class: 1, Score: -1.034236, a: [[-1.03423584]]Class: 1, Score: -1.034236, a: [[-1.03423584]]Class: 1, Score: -1.034236, a: [[-1.03423584]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 2.279187, a: [[ 2.27918673]]Class: -1, Score: 2.188807, a: [[ 2.18880749]]Class: -1, Score: 0.436898, a: [[ 0.43689805]]Class: -1, Score: 0.436898, a: [[ 0.43689805]]Class: 1, Score: -0.155299, a: [[-0.15529877]]Class: 1, Score: -3.428936, a: [[-3.42893624]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: 1, Score: -1.087804, a: [[-1.08780396]]Class: -1, Score: 0.585110, a: [[ 0.58511019]]Class: -1, Score: 0.899288, a: [[ 0.89928818]]Class: 1, Score: -0.695461, a: [[-0.69546139]]Class: 1, Score: -0.226696, a: [[-0.22669572]]Class: 1, Score: -1.249704, a: [[-1.24970448]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005Class: -1, Score: 5.431592, a: [[ 5.43159199]]Class: -1, Score: 0.834656, a: [[ 0.83465612]]Class: -1, Score: 2.986090, a: [[ 2.98608971]]Class: -1, Score: 2.468149, a: [[ 2.46814895]]Class: -1, Score: 0.951682, a: [[ 0.95168161]]Class: 1, Score: -0.132492, a: [[-0.13249229]]Class: 1, Score: -1.768515, a: [[-1.76851451]]OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005OpenCV(3.4.1) Error: Assertion failed (samples.cols == var_count && samples.type() == 5) in cv::ml::SVMImpl::predict, file C:\projects\opencv-python\opencv\modules\ml\src\svm.cpp, line 2005343 218 500 281 1400 280 500 320 1146 48 391 146 197 195 342 293 1351 156 547 234 1293 0 538 97 1342 244 587 342 1