| import os
|
| from collections import Counter
|
|
|
| def count_instances(label_dir):
|
| counts = Counter()
|
| for fname in os.listdir(label_dir):
|
| if fname.endswith(".txt"):
|
| with open(os.path.join(label_dir, fname)) as f:
|
| for line in f:
|
| if line.strip():
|
| cls_id = line.strip().split()[0]
|
| counts[cls_id] += 1
|
| return counts
|
|
|
|
|
|
|
| TRAIN_LABELS = r"C:\Users\shrey\Downloads\dataset\labels\train"
|
| VAL_LABELS = r"C:\Users\shrey\Downloads\dataset\labels\val"
|
| TEST_LABELS = r"C:\Users\shrey\Downloads\dataset\labels\test"
|
|
|
|
|
| CLASS_NAMES = {
|
| "0": "plastic_bottle",
|
| "1": "drink_can",
|
| "2": "paper",
|
| }
|
|
|
|
|
|
|
| def print_counts(label, counts):
|
| print(f"{label}:")
|
| total = sum(counts.values())
|
| for cls_id in sorted(counts.keys()):
|
| name = CLASS_NAMES.get(cls_id, f"class_{cls_id}")
|
| pct = (counts[cls_id] / total * 100) if total else 0
|
| print(f" {name:15s} (id {cls_id}): {counts[cls_id]:5d} ({pct:.1f}%)")
|
| print(f" {'TOTAL':15s} : {total:5d}\n")
|
|
|
|
|
| if __name__ == "__main__":
|
| for label_name, label_dir in [
|
| ("Train", TRAIN_LABELS),
|
| ("Val", VAL_LABELS),
|
| ("Test", TEST_LABELS),
|
| ]:
|
| if os.path.isdir(label_dir):
|
| counts = count_instances(label_dir)
|
| print_counts(label_name, counts)
|
| else:
|
| print(f"Skipping {label_name} -- folder not found: {label_dir}\n") |
