update

.gitignore

@@ -137,6 +137,8 @@ dmypy.json
 # Cython debug symbols
 cython_debug/
 data/CamVid/
+data/test/
+data/tmp/
 #*.jpg
 *.png
 *.pth

checkobject.py

@@ -3,7 +3,8 @@ import cv2 as cv
 import os, time
 
 def get_object_location(pfile, mask_path = 'lianhua_1.jpg'):
-    kernel = cv.getStructuringElement(cv.MORPH_ELLIPSE, (3, 3))  # 定义结构元素
+    kernel = cv.getStructuringElement(cv.MORPH_ELLIPSE, (3, 3))  # 定义膨胀结构元素
+    kernel1 = cv.getStructuringElement(cv.MORPH_ELLIPSE, (2, 2))  # 定义腐蚀结构元素
     fgbg = cv.createBackgroundSubtractorMOG2(detectShadows=False)
     nu, nn = 0, 1
     flag = False
@@ -28,8 +29,10 @@ def get_object_location(pfile, mask_path = 'lianhua_1.jpg'):
         # 计算前景掩码
         fgmask = fgbg.apply(frame_motion)
         draw1 = cv.threshold(fgmask, 25, 255, cv.THRESH_BINARY)[1]  # 二值化
+        draw1 = cv.erode(draw1, kernel1, iterations=2)
         draw1 = cv.dilate(draw1, kernel, iterations=1)
-        if nn<20: #判断20帧内有入侵动作
+        cv.imwrite('data/tmp/'+str(nn)+'.jpg', draw1)
+        if nn<80: #判断80帧内有入侵动作
             flag = check_tings(mask_path, draw1)
     T2 = time.time()
     print('single video >>> {}-->{}-->{}'.format(pfile, nn, (T2 - T1)))
@@ -46,17 +49,27 @@ def check_tings(mask_path, img):
         cc = sorted(dics.keys())
         iouArea = cv.contourArea(dics[cc[-1]])
         #print('iouara>>>>>>> {}'.format(iouArea))
-        if iouArea>15000 and iouArea<40000:
-            return True#'1'
+        if iouArea>3000 and iouArea<50000:
+            return True
         else:
-            return False #'0'
+            return False
     else:
-        return False #'0'
+        return False 
 
 if __name__ == '__main__':
-    pfile = "videos/20230130-100958_e5910f7d-90dd-4f6b-9468-689ba45fe656.mp4"
-    mask_path = 'models/lianhua_1.jpg'
+    path = "data/test"
+    mask_path = 'lianhua_1.jpg'
     #frame_path = 'frame'
     #result_path = 'result'
-    get_object_location(pfile, mask_path)
+    nn = 0
+    names = []
+    for name in os.listdir(path):
+        pfile = os.sep.join([path, name])
+        flag = get_object_location(pfile, mask_path)
+        if flag == '0':
+            nn += 1
+            names.append(name)
+    #print('<><><><><<><{}'.format(nn))
+    #print('<><><><><<><{}'.format(names))
+
 

ieemoo-ai-filtervideo.py

@@ -39,6 +39,6 @@ def filtervideo():
         os.remove(videopath)
     print('{} >>>>{}'.format((date),(results)))
     return json.dumps(results)
-            
+
 if __name__ == '__main__':
     app.run(host='0.0.0.0', port=8085)