correct stats

Application/Config.py

@@ -13,8 +13,7 @@ class Config:
         "maxLength": None,
         "ttolerance": 60,
         "videoBufferLength": 500,
-        "noiseThreashold": 0.25,
+        "noiseThreashold": 0.4,
-        "noiseSensitivity": 3/4,
         "LayersPerContour": 20,
         "avgNum":10
         }

Application/ContourExctractor.py

@@ -74,7 +74,7 @@ class ContourExtractor:
         firstFrame = self.averages.pop(frameCount, None)
        
         if frameCount % (60*30) == 0:
-            print(f"{frameCount/(60*30)} Minutes processed in {round((time.time() - self.start), 2)} each")
+            print(f" \r {frameCount/(60*30)} Minutes processed in {round((time.time() - self.start), 2)} each", end='\r')
             self.start = time.time()
 
         gray = self.prepareFrame(frame)

Application/Exporter.py

@@ -41,10 +41,12 @@ class Exporter:
 
         start = time.time()
         for i, layer in enumerate(layers):
-            print(f"\r {i}/{len(layers)} {round(i/len(layers)*100,2)}% {round((time.time() - start)/(i+1), 2)}", end='\r')
+            print(f"\r {i}/{len(layers)} {round(i/len(layers)*100,2)}% {round((time.time() - start), 2)}s", end='\r')
             
             if len(layer.bounds[0]) == 0:
                 continue
+            if layer.stats["dev"] < 5:
+                continue
             
             listOfFrames = self.makeListOfFrames([layer])
 
@@ -75,6 +77,7 @@ class Exporter:
                 writer.append_data(frame2)
 
             videoReader.thread.join()
+            videoReader.vc.release()
         writer.close()
         
 
@@ -93,7 +96,7 @@ class Exporter:
         while not videoReader.videoEnded():
             frameCount, frame = videoReader.pop()
             if frameCount % (60*self.fps) == 0:
-                print("Minutes processed: ", frameCount/(60*self.fps))
+                print("Minutes processed: ", frameCount/(60*self.fps), end="\r")
             if frame is None:
                 print("ContourExtractor: frame was None")
                 continue
@@ -117,6 +120,7 @@ class Exporter:
                         cv2.putText(frames[frameCount - layer.startFrame],  str(int(frameCount/self.fps)), (int(x+w/2), int(y+h/2)), cv2.FONT_HERSHEY_SIMPLEX, 1,(255,255,255), 2)
 
         videoReader.thread.join()
+        videoReader.vc.release()
 
         self.fps = videoReader.getFPS()
         fps = self.fps

Application/Layer.py

@@ -38,7 +38,7 @@ class Layer:
         #print("Layer constructed")
 
     def add(self, frameNumber, bound):
-        '''Adds a bound'''
+        '''Adds a bound to the Layer at the layer index which corresponds to the given framenumber'''
         if self.startFrame + len(self.bounds) - 1 > frameNumber:
             if len(self.bounds[frameNumber - self.startFrame]) >= 1:
                 self.bounds[frameNumber - self.startFrame].append(bound)
@@ -56,25 +56,20 @@ class Layer:
                 y = (bound[1] + bound[3]/2) 
                 middles.append([x,y])
         
-        avgx = 0 
+        avg = 0 
-        avgy = 0
         for i in range(1, len(middles), 2):
-            avgx += float(middles[i][0]-middles[i-1][0])/len(middles)
+            avg += (((float(middles[i][0]-middles[i-1][0])/len(middles))**2 + float(middles[i][1]-middles[i-1][1])/len(middles))**2)**(1/2)
-            avgy += float(middles[i][1]-middles[i-1][1])/len(middles)
         self.stats = dict()
-        self.stats["avg"] = round((avgx**2 + avgy**2)**(1/2),2) 
+        self.stats["avg"] = round(avg,2) 
 
         x=0
-        y=0
+        for i in range(1, len(middles), 2):
-        for i in range(0, len(middles)):
+            x += (((((float(middles[i][0]-middles[i-1][0])/len(middles))**2 + float(middles[i][1]-middles[i-1][1])/len(middles))**2)**(1/2)) - avg)**2
-            x += (float(middles[i][0]) - avgx)**2
-            y += (float(middles[i][1]) - avgy)**2
 
         x /= (len(middles)-1) 
-        y /= (len(middles)-1)
 
-        self.stats["var"] = round((x**2 + y**2)**(1/2),2)
+        self.stats["var"] = round(x,2)
-        self.stats["dev"] = round((x + y)**(1/2), 2)
+        self.stats["dev"] = round((x)**(1/2), 2)
         
 
     def getLength(self):
@@ -92,7 +87,6 @@ class Layer:
         mapped = []
         mapping = []
         clusterCount = 1
-        noiseSensitivity = self.config["noiseSensitivity"] 
         noiseThreashold = self.config["noiseThreashold"]
 
         # calculates the middle of each contour in the 2d bounds[] and saves it in 1d list

Application/LayerFactory.py

@@ -43,7 +43,7 @@ class LayerFactory:
             for frameNumber in sorted(data.keys()):
                 contours = data[frameNumber]
                 if frameNumber%5000 == 0:
-                    print("\r" + f" {int(round(frameNumber/max(data.keys()), 2)*100)}% done with Layer extraction", end='\r')
+                    print(f" {int(round(frameNumber/max(data.keys()), 2)*100)}% done with Layer extraction", end='\r')
 
                 tmp = [[frameNumber, contour] for contour in contours]
                 #pool.map(self.getLayers, tmp)
@@ -71,12 +71,12 @@ class LayerFactory:
                 self.oldLayerIDs.append(i)
                 continue
             
-            lastXframes = 3
+            lastXframes = 5
             if len(self.layers[i].bounds) < lastXframes:
                 lastXframes = len(self.layers[i].bounds)
             lastBounds = [bound for bounds in self.layers[i].bounds[-lastXframes:] for bound in bounds]
 
-            for bounds in lastBounds:
+            for j, bounds in enumerate(lastBounds):
                 if bounds is None:
                     break
                 (x2,y2,w2,h2) = bounds

main.py

@@ -14,7 +14,7 @@ def main():
     start = time.time()
     config = Config()
 
-    fileName = "3.mp4"
+    fileName = "x23.mp4"
     outputPath = os.path.join(os.path.dirname(__file__), "output")
     dirName = os.path.join(os.path.dirname(__file__), "generate test footage")
 
@@ -42,7 +42,7 @@ def main():
     layers = layerManager.layers
     exporter = Exporter(config)
     print(f"Exporting {len(contours)} Contours and {len(layers)} Layers")
-    exporter.export(layers, contours, raw=True, overlayed=False)
+    exporter.export(layers, contours, raw=True, overlayed=True)
     
     print("Total time: ", time.time() - start)
     exit(0)