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Running
on
Zero
Running
on
Zero
Update utils_mask.py
Browse files- utils_mask.py +8 -8
utils_mask.py
CHANGED
@@ -80,20 +80,20 @@ def get_mask_location(model_type, category, model_parse: Image.Image, keypoint:
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if category == 'dresses':
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parse_mask_upper = (parse_array == 4).astype(np.float32) + (parse_array == 7).astype(np.float32)
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parse_mask_lower = (parse_array == 6).astype(np.float32) + \
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# Fill
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parse_mask_legs = (parse_array == label_map["left_leg"]).astype(np.float32) + \
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parse_mask_legs_dilated = cv2.dilate(parse_mask_legs.astype(np.uint8), np.ones((5, 5), np.uint8), iterations=6)
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parse_mask_lower = np.maximum(parse_mask_lower, parse_mask_legs_dilated)
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#
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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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if category == 'dresses':
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parse_mask_upper = (parse_array == 4).astype(np.float32) + (parse_array == 7).astype(np.float32)
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parse_mask_lower = (parse_array == 6).astype(np.float32) + \
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(parse_array == 12).astype(np.float32) + \
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(parse_array == 13).astype(np.float32) + \
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(parse_array == 5).astype(np.float32)
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# Fill gaps between the legs
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parse_mask_legs = (parse_array == label_map["left_leg"]).astype(np.float32) + \
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(parse_array == label_map["right_leg"]).astype(np.float32)
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parse_mask_legs_dilated = cv2.dilate(parse_mask_legs.astype(np.uint8), np.ones((5, 5), np.uint8), iterations=6)
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parse_mask_lower = np.maximum(parse_mask_lower, parse_mask_legs_dilated)
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# Combine upper and filled lower body masks
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parse_mask = np.logical_or(parse_mask_upper, parse_mask_lower)
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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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