| |
| import json, glob, os, sys |
|
|
| ROOT = '/root/datasets' |
| os.makedirs(f'{ROOT}/tools/missing', exist_ok=True) |
| report, total_missing = {}, 0 |
| for f in sorted(glob.glob(f'{ROOT}/annotations/**/*.json', recursive=True)): |
| try: |
| d = json.load(open(f)) |
| except Exception: |
| continue |
| if not isinstance(d, list) or not d or not isinstance(d[0], dict): |
| continue |
| paths = set() |
| for x in d: |
| for k in ('video', 'image'): |
| v = x.get(k) |
| if v: |
| paths.update(v if isinstance(v, list) else [v]) |
| missing = sorted(p for p in paths if not os.path.exists(f'{ROOT}/media/{p}')) |
| rel = os.path.relpath(f, ROOT) |
| report[rel] = {'samples': len(d), 'unique_media': len(paths), 'missing': len(missing), 'missing_examples': missing[:5]} |
| total_missing += len(missing) |
| print(f"{'OK ' if not missing else 'MISS'} {rel}: {len(d)} samples, {len(paths)} media, {len(missing)} missing", flush=True) |
| with open(f'{ROOT}/tools/missing/{os.path.basename(f)}.txt', 'w') as out: |
| out.write('\n'.join(missing)) |
| json.dump(report, open(f'{ROOT}/tools/verify_report.json', 'w'), indent=1) |
| print('TOTAL_MISSING', total_missing) |
|
|
