Update app.py

app.py

@@ -136,7 +136,7 @@ def infer(f_in, interpolation, fps_output):
     return final_vid, files
 
 
-def remove_bg(fl, s, l, v, h):
+def remove_bg(fl, s, l, v, h, l_t):
     frame = cv2.imread(fl).astype(np.uint8)
     
     b = 5
@@ -169,6 +169,7 @@ def remove_bg(fl, s, l, v, h):
             d = hsv[i-2:i+2, j-2:j+2, 0].var()
             hue_s[i,j] = d.astype(np.uint8)
 
+    print(fl)
     print("hue variance")
     print(np.average(hue_s))
     print(np.median(hue_s))
@@ -183,9 +184,20 @@ def remove_bg(fl, s, l, v, h):
     print("lightness")
     print(np.average(hsv_[:,:,2]))
     print(np.median(hsv_[:,:,2]))
-    m = cv2.inRange(hsv_, np.array([0,0,0]), np.array([180,s,l]))
-    m_ = cv2.inRange(hue_s, 0, h)
-    mask = cv2.inRange(blur_s, 0, v)
+
+    if l_t == "slider":
+        m = cv2.inRange(hsv_, np.array([0,0,0]), np.array([180,s,l]))
+        m_ = cv2.inRange(hue_s, 0, h)
+        mask = cv2.inRange(blur_s, 0, v)
+    elif l_t == "average":
+        m = cv2.inRange(hsv_, np.array([0,0,0]), np.array([180, int(np.average(hsv_[:,:,1])), int(np.average(hsv_[:,:,2]))]))
+        m_ = cv2.inRange(hue_s, 0, int(np.average(hue_s)))
+        mask = cv2.inRange(blur_s, 0, int(np.average(blur_s)))
+    elif l_t == "median":
+        m = cv2.inRange(hsv_, np.array([0,0,0]), np.array([180, int(np.median(hsv_[:,:,1])), int(np.median(hsv_[:,:,2]))]))
+        m_ = cv2.inRange(hue_s, 0, int(np.median(hue_s)))
+        mask = cv2.inRange(blur_s, 0, int(np.median(blur_s)))
+        
     masks = np.bitwise_and(m, mask)
     masks = np.bitwise_and(m_, masks)
     frame_[masks==0] = (0,0,0)
@@ -278,7 +290,7 @@ def sortFiles(e):
     e = e.split('/')
     return e[len(e)-1]
 
-def loadf(f, s, l, v, h, r_bg):
+def loadf(f, s, l, v, h, l_t, r_bg):
     if f != None and f[0] != None:
         f.sort(key=sortFiles)
         fnew = []
@@ -289,7 +301,7 @@ def loadf(f, s, l, v, h, r_bg):
                 fl = sharpest(fl, i)
 
             if r_bg == True:
-                fl = remove_bg(fl, s, l, v, h)
+                fl = remove_bg(fl, s, l, v, h, l_t)
                 
             fnew.append(fl)
 
@@ -335,8 +347,9 @@ with gr.Blocks() as demo:
                         max_l = gr.Slider(minimum=0, maximum=255, step=1, value=64, label="Lightness")
                         max_v = gr.Slider(minimum=0, maximum=255, step=1, value=16, label="Texture")
                         max_h = gr.Slider(minimum=0, maximum=255, step=1, value=127, label="Hue variance")
+                    lt = gr.Radio(label="Maximum is", choices=["average", "median", "slider"], value="slider")
                     rbg = gr.Checkbox(label="Remove background", value=True)
-                files_input.upload(fn=loadf, inputs=[files_input, max_s, max_l, max_v, max_h, rbg], outputs=[files_input, gallery_input])
+                files_input.upload(fn=loadf, inputs=[files_input, max_s, max_l, max_v, max_h, lt, rbg], outputs=[files_input, gallery_input])
                 with gr.Row():
                     interpolation_slider = gr.Slider(minimum=1, maximum=5, step=1, value=1, label="Interpolation Steps: ")
                     interpolation = gr.Number(value=1, show_label=False, interactive=False)
@@ -354,10 +367,10 @@ with gr.Blocks() as demo:
     gr.Examples(
         examples=[[
             ["./examples/0.png", "./examples/1.png", "./examples/2.png", "./examples/3.png", "./examples/4.png"], 
-            32, 64, 16, 127, True
+            32, 64, 16, 127, "slider", True
         ]],
         fn=loadf,
-        inputs=[files_input, max_s, max_l, max_v, max_h, rbg],
+        inputs=[files_input, max_s, max_l, max_v, max_h, lt, rbg],
         outputs=[files_input, gallery_input],
         cache_examples=True
     )