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59
rpi/training/sort_labels.py
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59
rpi/training/sort_labels.py
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import os
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# ----------------------------
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# Configuration
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# ----------------------------
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src_dir = "datasets/visiope/test/labels"
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dest_dir = "datasets/_unified/test/labels"
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os.makedirs(dest_dir, exist_ok=True)
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# Reference class order you want to follow
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"""[
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'w_pawn','w_knight','w_bishop','w_rook','w_queen','w_king',
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'b_pawn','b_knight','b_bishop','b_rook','b_queen','b_king'
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]"""
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reference_classes = [
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'w_pawn','w_knight','w_bishop','w_rook','w_queen','w_king',
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'b_pawn','b_knight','b_bishop','b_rook','b_queen','b_king'
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]
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# Current class order in your dataset (change this to match your dataset!)
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current_classes = ['bishop', 'black-bishop', 'black-king', 'black-knight', 'black-pawn', 'black-queen', 'black-rook',
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'white-bishop', 'white-king', 'white-knight', 'white-pawn', 'white-queen', 'white-rook']
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# ----------------------------
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# Build index mapping
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# ----------------------------
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index_map = {current_classes.index(cls): reference_classes.index(cls) for cls in current_classes}
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# ----------------------------
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# Process each label file
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# ----------------------------
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count = 0
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for filename in os.listdir(src_dir):
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if filename.endswith(".txt"):
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input_path = os.path.join(src_dir, filename)
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output_path = os.path.join(dest_dir, filename)
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with open(input_path, "r") as f:
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lines = f.readlines()
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new_lines = []
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for line in lines:
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parts = line.strip().split()
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old_idx = int(parts[0])
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new_idx = index_map[old_idx]
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new_lines.append(" ".join([str(new_idx)] + parts[1:]))
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with open(output_path, "w") as f:
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f.write("\n".join(new_lines))
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if count%100 == 0:
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print(count)
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count += 1
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print(f"All labels remapped and saved to '{dest_dir}'")
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