| [2026-07-29 12:59:23] ============================================================ |
| [2026-07-29 12:59:23] ASSISTIVE OCR — MULTI-SOURCE DATA ACQUISITION v2 |
| [2026-07-29 12:59:23] ============================================================ |
| [2026-07-29 12:59:23] Installing project... |
| [2026-07-29 12:59:35] Project installed |
| [2026-07-29 12:59:35] Checkpoint loaded: hf=False, of=False, syn=False |
| [2026-07-29 12:59:35] --- PHASE 1: HARVEST --- |
| [2026-07-29 12:59:35] === Source 1: HF dmedhi/indian-medicines === |
| [2026-07-29 12:59:38] Parquet loaded: 11825 entries |
| [2026-07-29 13:00:03] HF: 0-200/5000 — 200 ok, 0 failed |
| [2026-07-29 13:00:27] HF: 200-400/5000 — 400 ok, 0 failed |
| [2026-07-29 13:00:53] HF: 400-600/5000 — 600 ok, 0 failed |
| [2026-07-29 13:01:16] HF: 600-800/5000 — 800 ok, 0 failed |
| [2026-07-29 13:01:40] HF: 800-1000/5000 — 1000 ok, 0 failed |
| [2026-07-29 13:02:04] HF: 1000-1200/5000 — 1200 ok, 0 failed |
| [2026-07-29 13:02:29] HF: 1200-1400/5000 — 1400 ok, 0 failed |
| [2026-07-29 13:02:53] HF: 1400-1600/5000 — 1600 ok, 0 failed |
| [2026-07-29 13:03:18] HF: 1600-1800/5000 — 1800 ok, 0 failed |
| [2026-07-29 13:03:41] HF: 1800-2000/5000 — 2000 ok, 0 failed |
| [2026-07-29 13:04:07] HF: 2000-2200/5000 — 2200 ok, 0 failed |
| [2026-07-29 13:04:31] HF: 2200-2400/5000 — 2400 ok, 0 failed |
| [2026-07-29 13:04:55] HF: 2400-2600/5000 — 2600 ok, 0 failed |
| [2026-07-29 13:05:20] HF: 2600-2800/5000 — 2800 ok, 0 failed |
| [2026-07-29 13:05:45] HF: 2800-3000/5000 — 3000 ok, 0 failed |
| [2026-07-29 13:06:11] HF: 3000-3200/5000 — 3200 ok, 0 failed |
| [2026-07-29 13:06:37] HF: 3200-3400/5000 — 3400 ok, 0 failed |
| [2026-07-29 13:07:02] HF: 3400-3600/5000 — 3600 ok, 0 failed |
| [2026-07-29 13:07:28] HF: 3600-3800/5000 — 3800 ok, 0 failed |
| [2026-07-29 13:07:52] HF: 3800-4000/5000 — 4000 ok, 0 failed |
| [2026-07-29 13:08:15] HF: 4000-4200/5000 — 4200 ok, 0 failed |
| [2026-07-29 13:08:39] HF: 4200-4400/5000 — 4400 ok, 0 failed |
| [2026-07-29 13:09:03] HF: 4400-4600/5000 — 4600 ok, 0 failed |
| [2026-07-29 13:09:28] HF: 4600-4800/5000 — 4800 ok, 0 failed |
| [2026-07-29 13:09:55] HF: 4800-5000/5000 — 5000 ok, 0 failed |
| [2026-07-29 13:09:55] HF complete: 5000 images, 0 failed |
| [2026-07-29 13:09:55] HF rows: 5000 |
| [2026-07-29 13:09:55] === Source 2: Open Food Facts === |
| [2026-07-29 13:09:55] Querying Hindi-tagged products... |
| [2026-07-29 13:13:11] Hindi: 70 so far |
| [2026-07-29 13:13:11] Querying Bengali-tagged products... |
| [2026-07-29 13:14:15] Bengali: 75 so far |
| [2026-07-29 13:14:15] Querying general India products (English)... |
| [2026-07-29 13:16:28] ERROR: OF HTTP 503: https://world.openfoodfacts.org/cgi/search.pl?search_simple=1&action=process&tag |
| [2026-07-29 13:16:28] OF complete: 141 images |
| [2026-07-29 13:16:28] OF rows: 1141 |
| [2026-07-29 13:16:28] === Source 3: Synthetic Data === |
| [2026-07-29 13:16:30] Synthetic: 45 images generated |
| [2026-07-29 13:16:30] Syn rows: 1186 |
| [2026-07-29 13:16:30] Total raw: 7372 |
| [2026-07-29 13:16:30] --- PHASE 2: OCR SCREENING --- |
| [2026-07-29 13:16:30] === OCR Screening === |
| [2026-07-29 13:27:13] OCR: 1000/7372 — 939 kept, 61 skipped |
| [2026-07-29 13:32:17] OCR: 1500/7372 — 1401 kept, 99 skipped |
| [2026-07-29 13:37:28] OCR: 2000/7372 — 1866 kept, 134 skipped |
| [2026-07-29 13:42:59] OCR: 2500/7372 — 2332 kept, 168 skipped |
| [2026-07-29 13:48:18] OCR: 3000/7372 — 2797 kept, 203 skipped |
| [2026-07-29 13:54:04] OCR: 3500/7372 — 3275 kept, 225 skipped |
| [2026-07-29 13:59:19] OCR: 4000/7372 — 3744 kept, 256 skipped |
| [2026-07-29 14:04:14] OCR: 4500/7372 — 4212 kept, 288 skipped |
| [2026-07-29 14:09:36] OCR: 5000/7372 — 4680 kept, 320 skipped |
| [2026-07-29 14:14:26] OCR: 5500/7372 — 5148 kept, 352 skipped |
| [2026-07-29 14:19:46] OCR: 6000/7372 — 5616 kept, 384 skipped |
| [2026-07-29 14:23:57] OCR: 6500/7372 — 6095 kept, 405 skipped |
| [2026-07-29 14:29:03] OCR: 7000/7372 — 6559 kept, 441 skipped |
| [2026-07-29 14:32:18] OCR done: 6914 kept / 7372 input (458 skipped) |
| [2026-07-29 14:32:18] --- PHASE 3: MANIFEST --- |
| [2026-07-29 14:32:18] === Building Manifest === |
| [2026-07-29 14:32:18] { |
| "total_rows": 6914, |
| "split_counts": { |
| "dev": 4163, |
| "val": 1313, |
| "test": 1438 |
| }, |
| "domain_counts": { |
| "medicine_packaging": 6588, |
| "packaged_goods": 296, |
| "signage": 30 |
| }, |
| "language_profile_counts": { |
| "bn+en": 5253, |
| "hi+en": 866, |
| "en": 795 |
| }, |
| "domain_language_counts": { |
| "medicine_packaging::bn+en": 5133, |
| "medicine_packaging::en": 751, |
| "medicine_packaging::hi+en": 704, |
| "packaged_goods::bn+en": 110, |
| "packaged_goods::en": 34, |
| "packaged_goods::hi+en": 152, |
| "signage::bn+en": 10, |
| "signage::en": 10, |
| "signage::hi+en": 10 |
| }, |
| "source_dataset_counts": { |
| "dmedhi/indian-medicines (HF)": 6552, |
| "Open Food Facts": 272, |
| "assistive-ocr-synthetic": 90 |
| } |
| } |
| [2026-07-29 14:32:18] Thumbnails: 45 |
| [2026-07-29 14:32:18] --- PHASE 4: HF UPLOAD --- |
| [2026-07-29 14:32:18] ERROR: HF_TOKEN not available — skipping upload |
| [2026-07-29 14:32:18] COMPLETE in 5575s — 6914 images |
| [2026-07-29 14:32:18] HF repo: anamitrasarkar007/assistive-ocr-benchmark-data |
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