Black boy zeus batchwisevectorization amg utils #237
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Key Changes from the Previous Script: mask_to_rle_pytorch_optimized Added: This function replaces the original mask_to_rle_pytorch function and provides significant performance improvements using vectorization and batch-wise processing. fill_holes_in_mask_scores Updated: This function now uses PyTorch operations (thresholding and torch.where) for hole filling instead of cv2.connectedComponentsWithStats. This makes it faster and eliminates the need for data conversions. No Changes to mask_intersection, mask_union, mask_subtraction, and boxes_to_masks: These functions are already tensor-based and remain unchanged.
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Key Changes from the Previous Script:
mask_to_rle_pytorch_optimized Added: This function replaces the original mask_to_rle_pytorch function and provides significant performance improvements using vectorization and batch-wise processing.
fill_holes_in_mask_scores Updated: This function Key Changes from the Previous Script:
mask_to_rle_pytorch_optimized Added: This function replaces the original mask_to_rle_pytorch function and provides significant performance improvements using vectorization and batch-wise processing.
fill_holes_in_mask_scores Updated: This function now uses PyTorch operations (thresholding and torch.where) for hole filling instead of cv2.connectedComponentsWithStats. This makes it faster and eliminates the need for data conversions.
No Changes to mask_intersection, mask_union, mask_subtraction, and boxes_to_masks: These functions are already tensor-based and remain unchanged.now uses PyTorch operations (thresholding and torch.where) for hole filling instead of cv2.connectedComponentsWithStats. This makes it faster and eliminates the need for data conversions.
No Changes to mask_intersection, mask_union, mask_subtraction, and boxes_to_masks: These functions are already tensor-based and remain unchanged.