patrickligardes commited on
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5de6007
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1 Parent(s): cd6cc3e

Update utils_mask.py

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Files changed (1) hide show
  1. utils_mask.py +9 -5
utils_mask.py CHANGED
@@ -24,11 +24,11 @@ label_map = {
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  }
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  def extend_arm_mask(wrist, elbow, scale):
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- wrist = elbow + scale * (wrist - elbow)
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- return wrist
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  def hole_fill(img):
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- img = np.pad(img[1:-1, 1:-1], pad_width = 1, mode = 'constant', constant_values=0)
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  img_copy = img.copy()
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  mask = np.zeros((img.shape[0] + 2, img.shape[1] + 2), dtype=np.uint8)
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@@ -51,7 +51,7 @@ def refine_mask(mask):
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  return refine_mask
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- def get_mask_location(model_type, category, model_parse: Image.Image, keypoint: dict, width=384,height=512):
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  im_parse = model_parse.resize((width, height), Image.NEAREST)
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  parse_array = np.array(im_parse)
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@@ -84,6 +84,10 @@ def get_mask_location(model_type, category, model_parse: Image.Image, keypoint:
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  (parse_array == 6).astype(np.float32)
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  parser_mask_changeable += np.logical_and(parse_array, np.logical_not(parser_mask_fixed))
 
 
 
 
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  elif category == 'upper_body':
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  parse_mask = (parse_array == 4).astype(np.float32) + (parse_array == 7).astype(np.float32)
@@ -164,4 +168,4 @@ def get_mask_location(model_type, category, model_parse: Image.Image, keypoint:
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  mask = Image.fromarray(inpaint_mask.astype(np.uint8) * 255)
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  mask_gray = Image.fromarray(inpaint_mask.astype(np.uint8) * 127)
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- return mask, mask_gray
 
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  }
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  def extend_arm_mask(wrist, elbow, scale):
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+ wrist = elbow + scale * (wrist - elbow)
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+ return wrist
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  def hole_fill(img):
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+ img = np.pad(img[1:-1, 1:-1], pad_width=1, mode='constant', constant_values=0)
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  img_copy = img.copy()
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  mask = np.zeros((img.shape[0] + 2, img.shape[1] + 2), dtype=np.uint8)
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  return refine_mask
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+ def get_mask_location(model_type, category, model_parse: Image.Image, keypoint: dict, width=384, height=512):
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  im_parse = model_parse.resize((width, height), Image.NEAREST)
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  parse_array = np.array(im_parse)
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  (parse_array == 6).astype(np.float32)
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  parser_mask_changeable += np.logical_and(parse_array, np.logical_not(parser_mask_fixed))
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+
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+ # Include leg parts for gap filling
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+ parse_mask += (parse_array == 12).astype(np.float32) + \
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+ (parse_array == 13).astype(np.float32)
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  elif category == 'upper_body':
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  parse_mask = (parse_array == 4).astype(np.float32) + (parse_array == 7).astype(np.float32)
 
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  mask = Image.fromarray(inpaint_mask.astype(np.uint8) * 255)
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  mask_gray = Image.fromarray(inpaint_mask.astype(np.uint8) * 127)
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+ return mask, mask_gray