Spaces:
Running
on
Zero
Running
on
Zero
patrickligardes
commited on
Commit
β’
3f9e979
1
Parent(s):
b7a4430
Update utils_mask.py
Browse files- utils_mask.py +9 -13
utils_mask.py
CHANGED
@@ -83,22 +83,18 @@ def get_mask_location(model_type, category, model_parse: Image.Image, keypoint:
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parser_mask_fixed_lower_cloth = (parse_array == label_map["skirt"]).astype(np.float32) + \
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(parse_array == label_map["pants"]).astype(np.float32)
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parser_mask_fixed += parser_mask_fixed_lower_cloth
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parser_mask_changeable += np.logical_and(parse_array, np.logical_not(parser_mask_fixed))
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# Create a separate mask for the legs
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parse_mask_legs = (parse_array == 12).astype(np.float32) + \
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(parse_array == 13).astype(np.float32) + \
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(parse_array == 6).astype(np.float32) +\
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(parse_array == 5).astype(np.float32)
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parse_mask =
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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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parser_mask_fixed_lower_cloth = (parse_array == label_map["skirt"]).astype(np.float32) + \
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(parse_array == label_map["pants"]).astype(np.float32)
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parser_mask_fixed += parser_mask_fixed_lower_cloth
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# Create a mask for the legs (including skirts and pants)
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parse_mask_legs = (parse_array == label_map["skirt"]).astype(np.float32) + \
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(parse_array == label_map["pants"]).astype(np.float32) + \
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(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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# Dilate the leg mask to ensure coverage and fill gaps
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parse_mask_legs = cv2.dilate(parse_mask_legs.astype(np.uint8), np.ones((6, 6), np.uint8), iterations=6)
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# Combine the upper body mask with the leg mask
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parse_mask = np.maximum(parse_mask_upper, parse_mask_legs)
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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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