Update app.py

app.py

@@ -26,13 +26,15 @@ from face_inpainting import FaceInpainting
 
 def inference(file, mode):
 
-    im = cv2.imread(file, cv2.IMREAD_COLOR) if mode != "colorize" else None
+    
+    im_orig = cv2.imread(file, cv2.IMREAD_COLOR)
+    im = cv2.resize(im_orig, (0,0), fx=2, fy=2)
+    faceenhancer = FaceEnhancement(size=512, model='GPEN-512', channel_multiplier=2, device='cpu', u=False)
+    img, orig_faces, enhanced_faces = faceenhancer.process(im)
+    cv2.imwrite(os.path.join("e.png"), img)
     
     if mode == "enhance":
-        faceenhancer = FaceEnhancement(size=512, model='GPEN-512', channel_multiplier=2, device='cpu', u=False)
-        img, orig_faces, enhanced_faces = faceenhancer.process(im)
-        cv2.imwrite(os.path.join("output.png"), img)
-        return os.path.join("output.png")
+        return os.path.join("e.png")
     elif mode == "colorize":
         model = {'name':'GPEN-1024-Color', 'size':1024}
         grayf = cv2.imread(file, cv2.IMREAD_GRAYSCALE)
@@ -45,11 +47,13 @@ def inference(file, mode):
     elif mode == "inpainting":
         model = {'name':'GPEN-Inpainting-1024', 'size':1024}
         faceinpainter = FaceInpainting(size=model['size'], model=model['name'], channel_multiplier=2, device='cpu')
+        im = np.asarray(brush_stroke_mask(Image.fromarray(im_orig)))
         inpaint = faceinpainter.process(im)
         cv2.imwrite(os.path.join("output.png"), inpaint)
         return os.path.join("output.png")
     elif mode == "selfie":
         model = {'name':'GPEN-BFR-2048', 'size':2048}
+        im = cv2.resize(im, (0,0), fx=4, fy=4)
         faceenhancer = FaceEnhancement(size=model['size'], model=model['name'], channel_multiplier=2, device='cpu')
         img, orig_faces, enhanced_faces = faceenhancer.process(im)
         cv2.imwrite(os.path.join("output.png"), img)