config of kmeans in config file

Application/Config.py

@@ -2,17 +2,19 @@
 class Config:
     c = {
         "min_area" : 500,
-        "max_area" : 20000,
-        "threashold" : 13,
+        "max_area" : 40000,
+        "threashold" : 10,
         "resizeWidth" : 512,
         "inputPath" : None,
         "outputPath": None,
         "maxLayerLength": 900, 
         "minLayerLength": 20,    
-        "tolerance": 10,
+        "tolerance": 20,
         "maxLength": None,
-        "ttolerance": 10,
-        "videoBufferLength": 1000
+        "ttolerance": 60,
+        "videoBufferLength": 1000,
+        "noiseThreashold": 0.2,
+        "noiseSensitivity": 3/4
         }
 
     def __init__(self):

Application/Layer.py

@@ -61,8 +61,8 @@ class Layer:
         mapped = []
         mapping = []
         clusterCount = 1
-        noiseSensitivity = 3/4
-        noiseThreashold = 0.05
+        noiseSensitivity = self.config["noiseSensitivity"] 
+        noiseThreashold = self.config["noiseThreashold"]
         for i, bounds in enumerate(org):
             for j, bound in enumerate(bounds):
                 x = (bound[0] + bound[2]/2) / self.config["w"]
@@ -123,7 +123,8 @@ class Layer:
                     newContours[x].append(org[x][y])      
         
         self.bounds = newContours
-        print(f"{clusterCount} clusters identified {dists}")
+        #print(f"{clusterCount} clusters identified {dists}")
+
         #fig, ax = plt.subplots()
         #x=mapped[:,0]
         #y=mapped[:,1]

Application/LayerFactory.py

@@ -40,11 +40,19 @@ class LayerFactory:
         self.layers = layers
 
 
-    def freeData(self):
+    def freeMin(self):
         self.data.clear()
         layers = []
         for l in self.layers:
-            if l.getLength() < self.maxLayerLength and l.getLength() > self.minLayerLength:
+            if l.getLength() > self.minLayerLength:
+                layers.append(l) 
+        self.layers = layers
+        self.removeStaticLayers()
+    
+    def freeMax(self):
+        layers = []
+        for l in self.layers:
+            if l.getLength() < self.maxLayerLength:
                 layers.append(l) 
         self.layers = layers
         self.removeStaticLayers()
@@ -77,10 +85,11 @@ class LayerFactory:
                 #pool.map_async(self.getLayers, tmp)
                 for x in tmp:
                     self.getLayers(x)
-        self.freeData()
+
+        self.freeMin()
         self.sortLayers()            
         self.cleanLayers()
-        self.freeData()
+        self.freeMax()
         
         
         return self.layers