OpenCV+Python 的手部识别脚本不工作

Question

我正在尝试让以下脚本运行。我从 this 网站找到它，但我一直收到 error :

contours, hierarchy = cv2.findContours(thresh1,cv2.RETR_TREE,cv2.CHAIN_APPROX_SIMPLE) ValueError: too many values to unpack (expected 2)

我在 Python 和 OpenCV 方面经验不足，所以如果有人能提供帮助，我将不胜感激！我是运行 Mac OS X 10.13.4，OpenCV 3.4.1，Python 3.6.5 和

这是我要开始工作的脚本：

import cv2
import numpy as np
cap = cv2.VideoCapture(0)
while( cap.isOpened() ) :
    ret,img = cap.read()
    gray = cv2.cvtColor(img,cv2.COLOR_BGR2GRAY)
    blur = cv2.GaussianBlur(gray,(5,5),0)
    ret,thresh1 = cv2.threshold(blur,70,255,cv2.THRESH_BINARY_INV+cv2.THRESH_OTSU)

    contours, hierarchy = cv2.findContours(thresh1,cv2.RETR_TREE,cv2.CHAIN_APPROX_SIMPLE)
    drawing = np.zeros(img.shape,np.uint8)

    max_area=0

    for i in range(len(contours)):
            cnt=contours[i]
            area = cv2.contourArea(cnt)
            if(area>max_area):
                max_area=area
                ci=i
    cnt=contours[ci]
    hull = cv2.convexHull(cnt)
    moments = cv2.moments(cnt)
    if moments['m00']!=0:
                cx = int(moments['m10']/moments['m00']) # cx = M10/M00
                cy = int(moments['m01']/moments['m00']) # cy = M01/M00

    centr=(cx,cy)       
    cv2.circle(img,centr,5,[0,0,255],2)       
    cv2.drawContours(drawing,[cnt],0,(0,255,0),2) 
    cv2.drawContours(drawing,[hull],0,(0,0,255),2) 

    cnt = cv2.approxPolyDP(cnt,0.01*cv2.arcLength(cnt,True),True)
    hull = cv2.convexHull(cnt,returnPoints = False)

    if(1):
               defects = cv2.convexityDefects(cnt,hull)
               mind=0
               maxd=0
               for i in range(defects.shape[0]):
                    s,e,f,d = defects[i,0]
                    start = tuple(cnt[s][0])
                    end = tuple(cnt[e][0])
                    far = tuple(cnt[f][0])
                    dist = cv2.pointPolygonTest(cnt,centr,True)
                    cv2.line(img,start,end,[0,255,0],2)

                    cv2.circle(img,far,5,[0,0,255],-1)
               print(i)
               i=0
    cv2.imshow('output',drawing)
    cv2.imshow('input',img)

    k = cv2.waitKey(10)
    if k == 27:
        break

非常感谢您！

Answer 1

函数 cv2.fincContours 自 OpenCV 3.x 以来发生了变化，并返回到 OpenCV 4.x 。试试这个：

## Find contours
if cv2.__version__.startswith("3."):
    _, contours, _ = cv2.findContours(thresh1,cv2.RETR_TREE,cv2.CHAIN_APPROX_SIMPLE)
else:
   contours, _ = cv2.findContours(thresh1,cv2.RETR_TREE,cv2.CHAIN_APPROX_SIMPLE)

OpenCV+Python 的手部识别脚本不工作

Hand recognition script for OpenCV+Python not working

python

opencv

python-3.x

opencv-contour