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pfm-ocr/backend/sources/product_manual_labels.json.bak-with-training
T
Rafhan Mazaya FathurrahmanandClaude Fable 5 e76ccb60a6 feat(backend): scan-product accuracy 66.2% -> 79.7% + frozen validation benchmark 
Accuracy work on the 79-image product-scan validation set (user goal: 90%):
- classify_ocr_server.py: 0/90/180/270-degree expiry-date search (stops at
  first hit, 0-degree fallback); classification decoupled onto the upright
  image (rotated frames regressed DINOv2 -6pts until this); cross-line date
  stitching; tiled full-res OCR pass (defeats the 4000px downscale that
  killed small inkjet dates); VL-pipeline expiry fallback with
  keyword-anchored anti-hallucination guard; VL text lines merged into
  text_lines + VL SKU retry. Visualization endpoints removed entirely
  (Visual/Spotting grids - unused by frontend, 3x per-scan GPU cost).
- product-scan.ts: coverage-normalized OCR-evidence re-ranking of DINOv2
  top-K (tuned offline: +8/-0 on top-1 misses), re-ranked class mapped to
  sku_master by SKU prefix; classifier timeout 90s->240s for fallback paths.
- Frozen benchmark: product-test-images-fixed/ (79 renamed images) +
  freeze/seed/build-undetected/capture/experiment scripts; labels trimmed to
  the 79 validation entries (training rows kept in .bak-with-training);
  5 TRAINED-ON SKUs replaced with fresh held-out photos.
- manual-label-scan page: shows last batch-test AI prediction under every
  field by default (new /api/product-scan-results); serves the fixed folder;
  fixed total hydration failure via allowedDevOrigins 127.0.0.1.
- Measured (all-79, zero failures): sku/name 87.3%, expiry 64.6%, overall
  79.7%. Tiles/VL-evidence/VL-SKU deployed but not yet batch-measured.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Gr6HH7JrdsXX8AARejQboM
2026-07-14 19:55:17 +07:00

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"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-09T02:16:35.133Z"
},
{
"filename": "15040102 FIESTA BATTER COATED 1000 GR/WhatsApp Image 2026-05-28 at 12.02.27.jpeg",
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"notes": "",
"saved_at": "2026-07-09T02:16:36.907Z"
},
{
"filename": "20120116 FIESTA RACIK NASI GORENG 20 GR PER PAC/WhatsApp Image 2026-05-28 at 12.01.42 (1).jpeg",
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"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-09T02:16:48.847Z"
},
{
"filename": "20120116 FIESTA RACIK NASI GORENG 20 GR PER PAC/WhatsApp Image 2026-05-28 at 12.01.42.jpeg",
"no_sku": "20120116",
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"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-09T02:16:49.808Z"
},
{
"filename": "20120116 FIESTA RACIK NASI GORENG 20 GR PER PAC/WhatsApp Image 2026-05-28 at 12.01.43 (1).jpeg",
"no_sku": "20120116",
"nama_item": "FIESTA RACIK NASI GORENG 20 GR/PAC",
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"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-09T02:16:50.582Z"
},
{
"filename": "20120116 FIESTA RACIK NASI GORENG 20 GR PER PAC/WhatsApp Image 2026-05-28 at 12.01.43.jpeg",
"no_sku": "20120116",
"nama_item": "FIESTA RACIK NASI GORENG 20 GR/PAC",
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"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-09T02:16:52.864Z"
},
{
"filename": "1 11110059.jpeg",
"no_sku": "11110059",
"nama_item": "CEKER BERKUKU FROZEN PACK 1 KG(*)",
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"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:10:10.965Z"
},
{
"filename": "2 11140051.jpeg",
"no_sku": "11140051",
"nama_item": "AMPELA FROZEN PACK 1 KG(*)",
"expiry_date": "26/11/2026",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:10:15.363Z"
},
{
"filename": "3 11620056.jpeg",
"no_sku": "11620056",
"nama_item": "SBL (FILLET PAHA) 1 KG(*)",
"expiry_date": "27/02/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:10:22.906Z"
},
{
"filename": "4 11650053.jpeg",
"no_sku": "11650053",
"nama_item": "PAHA ATAS 1 KG(*)",
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"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:10:28.766Z"
},
{
"filename": "5 11660050.jpeg",
"no_sku": "11660050",
"nama_item": "PAHA BAWAH (1 KG)(*)",
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"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:10:32.702Z"
},
{
"filename": "6 11710051.jpeg",
"no_sku": "11710051",
"nama_item": "DADA UTUH (1 KG)(*)",
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"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T03:10:59.469Z"
},
{
"filename": "7 11818300.jpeg",
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"nama_item": "CP-BEBEK GORENG 400GR/PAC",
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"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T03:11:14.438Z"
},
{
"filename": "8 1195008A.jpeg",
"no_sku": "1195008A",
"nama_item": "RTC CHICKEN KALASAN 400 GR (PAC)",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "9 11959937.jpeg",
"no_sku": "11959937",
"nama_item": "SATE AYAM FRESHMART 360 GR (PAC)",
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"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:11:52.799Z"
},
{
"filename": "10 12010111.jpeg",
"no_sku": "12010111",
"nama_item": "FIESTA CRISPY BUBBLE 400 GR/PAC",
"expiry_date": "07/05/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:11:56.530Z"
},
{
"filename": "11 12010115.jpeg",
"no_sku": "12010115",
"nama_item": "FIESTA NUGGET ZOO 400 GR/PAC",
"expiry_date": "01/12/2026",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:12:00.336Z"
},
{
"filename": "12 12010117.jpeg",
"no_sku": "12010117",
"nama_item": "FIESTA NUGGET HAPPY STAR 400 GR/PAC",
"expiry_date": "27/08/2026",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:12:06.193Z"
},
{
"filename": "13 12010119.jpeg",
"no_sku": "12010119",
"nama_item": "FIESTA NUGGET CHEESE 123 400 GR/PAC",
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"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:12:08.431Z"
},
{
"filename": "14 12010121.jpeg",
"no_sku": "12010121",
"nama_item": "FIESTA NUGGET PIZZABC 400 GR/PAC",
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"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:12:09.768Z"
},
{
"filename": "15 12010127.jpeg",
"no_sku": "12010127",
"nama_item": "FIESTA SPICY NUGGET 400 GR/PAC",
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"notes": "",
"saved_at": "2026-07-14T03:12:19.021Z"
},
{
"filename": "16 12010509.jpeg",
"no_sku": "12010509",
"nama_item": "CHAMP CRUNCHY NUGGET 450 GR/PAC",
"expiry_date": "15/04/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:12:23.587Z"
},
{
"filename": "17 12010515.jpeg",
"no_sku": "12010515",
"nama_item": "CHAMP KOIN KOMBINASI 450 GR/PAC",
"expiry_date": "15/04/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T03:12:31.508Z"
},
{
"filename": "18 12010519.jpeg",
"no_sku": "12010519",
"nama_item": "CHAMP NUGGET STICK 900 GR/PAC",
"expiry_date": "08/03/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "19 12012202.jpeg",
"no_sku": "12012202",
"nama_item": "ASIMO NUGGET KOMBINASI 1 KG/PAC",
"expiry_date": "13/05/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "20 12012501.jpeg",
"no_sku": "12012501",
"nama_item": "AKUMO CHICKEN NAGET 250 GR",
"expiry_date": "21/05/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "21 12012503.jpeg",
"no_sku": "12012503",
"nama_item": "AKUMO CHICKEN NUGGET 1000 GR",
"expiry_date": "17/06/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "22 12012505.jpeg",
"no_sku": "12012505",
"nama_item": "AKUMO KOIN 400 GR/PAC",
"expiry_date": "16/11/2026",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "23 12020102.jpeg",
"no_sku": "12020102",
"nama_item": "FIESTA SPICY WING 400 GR/PAC",
"expiry_date": "22/05/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "24 12030102.jpeg",
"no_sku": "12030102",
"nama_item": "FIESTA STIKIE 200 GR/PAC",
"expiry_date": "26/02/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "25 12030403.jpeg",
"no_sku": "12030403",
"nama_item": "GOLDEN FIESTA STIKIE W/ SWEET CHILLI SAUCE 500GR",
"expiry_date": "07/04/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "26 12032502.jpeg",
"no_sku": "12032502",
"nama_item": "AKUMO CHICKEN STIK 500 GR",
"expiry_date": "09/03/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "27 12040101.jpeg",
"no_sku": "12040101",
"nama_item": "FIESTA SCHNITZEL 400 GR/PAC",
"expiry_date": "09/10/2026",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "28 12040102.jpeg",
"no_sku": "12040102",
"nama_item": "FIESTA CRISPY BUBBLE KATSU 400 GR/PAC",
"expiry_date": "12/04/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "29 12060103.jpeg",
"no_sku": "12060103",
"nama_item": "FIESTA KARAGE 200 GR/PAC",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "30 12060402.jpeg",
"no_sku": "12060402",
"nama_item": "GOLDEN FIESTA KARAGE CHILI SAUCE 500GR",
"expiry_date": "15/05/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "31 12080101.jpeg",
"no_sku": "12080101",
"nama_item": "FIESTA SPICY CHICK 400 GR/PAC",
"expiry_date": "26/04/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "32 12130102.jpeg",
"no_sku": "12130102",
"nama_item": "FIESTA CRISPY BURGER 360 GR (NEW)",
"expiry_date": "27/04/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "33 12150201.jpeg",
"no_sku": "12150201",
"nama_item": "FIESTA DS CRISPY CRUNCH 300 GR/PAC",
"expiry_date": "03/06/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "34 12150501.jpeg",
"no_sku": "12150501",
"nama_item": "CHAMP CRUNCHY HOTZZ 300 GR/PAC",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "35 12190103.jpeg",
"no_sku": "12190103",
"nama_item": "FIESTA DELISTRIPE 400 GR/PAC",
"expiry_date": "07/04/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "36 12240103.jpeg",
"no_sku": "12240103",
"nama_item": "FIESTA YAKINIKU R/BITES 400 GR/PAC",
"expiry_date": "07/05/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "37 13010111.jpeg",
"no_sku": "13010111",
"nama_item": "FIESTA SOSIS BRATWURST 300 GR",
"expiry_date": "25/03/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "38 13010116.jpeg",
"no_sku": "13010116",
"nama_item": "FIESTA SSG ORIGINAL 300 GR",
"expiry_date": "23/06/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "39 13010118.jpeg",
"no_sku": "13010118",
"nama_item": "FIESTA RTG SSG 65 GR/PAC",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "40 13010120.jpeg",
"no_sku": "13010120",
"nama_item": "FIESTA RTG C/CHEESY MELTS 65 GR/PAC",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "41 13010122.jpeg",
"no_sku": "13010122",
"nama_item": "FIESTA RTG SAUSAGE WITH HOT LAVA 60G",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "42 13010123.jpeg",
"no_sku": "13010123",
"nama_item": "FIESTA RTG SAUSAGE WITH CHEESE LAVA 60G",
"expiry_date": "25/10/2026",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "43 13010125.jpeg",
"no_sku": "13010125",
"nama_item": "FIESTA RTG SAUSAGE WITH MENTAI LAVA 60GR",
"expiry_date": "05/11/2026",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "44 13010518.jpeg",
"no_sku": "13010518",
"nama_item": "CHAMP SSG JUMBO BAKAR 500 GR/PAC",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "45 13010524.jpeg",
"no_sku": "13010524",
"nama_item": "CHAMP SSG JUMBO BAKAR 500 GR/PAC (NEW)",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "46 13012206.jpeg",
"no_sku": "13012206",
"nama_item": "ASIMO SOSIS AYAM KOMBINASI 500 GR",
"expiry_date": "15/03/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "47 13030501.jpeg",
"no_sku": "13030501",
"nama_item": "CHAMP CHICK MEATBALL 200 GR",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "48 13070506.jpeg",
"no_sku": "13070506",
"nama_item": "CHAMP FRANKFURTER SSG 375GR",
"expiry_date": "13/03/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "49 13100512.jpeg",
"no_sku": "13100512",
"nama_item": "CHAMP CHICK SSG S/SANTAP ORIG 546GR (CAN)",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "50 15010101.jpeg",
"no_sku": "15010101",
"nama_item": "FIESTA SHOESTRING 500 GR",
"expiry_date": "04/06/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "51 15010102.jpeg",
"no_sku": "15010102",
"nama_item": "FIESTA SHOESTRING 1000 GR",
"expiry_date": "05/03/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "52 15010107.jpeg",
"no_sku": "15010107",
"nama_item": "FIESTA FRENCH F SHOESTRING INSTITUSI 2KG",
"expiry_date": "17/06/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "53 15020101.jpeg",
"no_sku": "15020101",
"nama_item": "FIESTA STRAIGHT CUT 500 GR",
"expiry_date": "19/06/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "54 15020102.jpeg",
"no_sku": "15020102",
"nama_item": "FIESTA STRAIGHT CUT 1000 GR",
"expiry_date": "18/05/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "55 15030101.jpeg",
"no_sku": "15030101",
"nama_item": "FIESTA CRINKLE CUT 500 GR",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "56 15030102.jpeg",
"no_sku": "15030102",
"nama_item": "FIESTA CRINKLE CUT 1000 GR",
"expiry_date": "07/04/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "57 16060113.jpeg",
"no_sku": "16060113",
"nama_item": "FIESTA CHICK SIOMAY 180GR (NEW)",
"expiry_date": "24/02/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "58 16060114.jpeg",
"no_sku": "16060114",
"nama_item": "FIESTA GYOZA 180 GR (NEW)",
"expiry_date": "18/05/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "59 17200109.jpeg",
"no_sku": "17200109",
"nama_item": "FIESTA RTS C/TERIYAKI 300GR/PAC",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "60 17210106.jpeg",
"no_sku": "17210106",
"nama_item": "FIESTA RTS B/YAKINIKU 300GR/PAC",
"expiry_date": "19/05/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "61 17210107.jpeg",
"no_sku": "17210107",
"nama_item": "FIESTA RTS B/RENDANG 300GR/PAC",
"expiry_date": "23/06/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "62 17210108.jpeg",
"no_sku": "17210108",
"nama_item": "FIESTA RTS B/BLACKPEPPER 300GR/PAC",
"expiry_date": "09/05/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "63 17210109.jpeg",
"no_sku": "17210109",
"nama_item": "FIESTA RTS B/BULGOGI 300GR/PAC",
"expiry_date": "18/05/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "64 20040101.jpeg",
"no_sku": "20040101",
"nama_item": "FIESTA RAMEN BEKU 570 GR/PAC",
"expiry_date": "23/06/2026",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "65 20120102.jpeg",
"no_sku": "20120102",
"nama_item": "FIESTA T/B AYAM GORENG 80 GR",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "66 20120105.jpeg",
"no_sku": "20120105",
"nama_item": "FIESTA T/B SERBAGUNA Â 80 GR",
"expiry_date": "09/03/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "67 20120115.jpeg",
"no_sku": "20120115",
"nama_item": "FIESTA RACIK AYAM GORENG 20 GR/PAC",
"expiry_date": "",
"top1_confidence": null,
"notes": "expiry date not legible in photo (cropped/blurry/out of frame) - needs re-shoot",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "68 20120116.jpeg",
"no_sku": "20120116",
"nama_item": "FIESTA RACIK NASI GORENG 20 GR/PAC",
"expiry_date": "13/10/2026",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "69 21000123.jpeg",
"no_sku": "21000123",
"nama_item": "FIESTA RICE W/GEPREK CHICKEN 320GR/PAC",
"expiry_date": "30/04/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "70 21000126.jpeg",
"no_sku": "21000126",
"nama_item": "NEW FIESTA CHICK RENDANG W RICE 320GR (PAC)",
"expiry_date": "16/04/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "71 21000130.jpeg",
"no_sku": "21000130",
"nama_item": "NEW FIESTA RICE W/C CHEESE BULDAK 320GR (PAC)",
"expiry_date": "09/04/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "72 21000137.jpeg",
"no_sku": "21000137",
"nama_item": "FIESTA HAINAMESE CHICKEN RICE 320GR (PAC)",
"expiry_date": "12/02/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "73 21010101.jpeg",
"no_sku": "21010101",
"nama_item": "FIESTA TRUFFLE GYUDON 320 GR/PAC",
"expiry_date": "18/03/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "74 21200107.jpeg",
"no_sku": "21200107",
"nama_item": "NEW FIESTA SPAGHETTI CARBONARA 300GR (PAC)",
"expiry_date": "20/05/2027",
"top1_confidence": null,
"notes": "",
"saved_at": "2026-07-14T02:57:19.955Z"
},
{
"filename": "75 12010801.jpeg",
"no_sku": "12010801",
"nama_item": "OKEY NUGGET 500GR",
"expiry_date": "02/12/2027",
"top1_confidence": null,
"notes": "TRAINED-ON: this photo (or its SAM3 crop/augmented derivative) was already used to train the classifier (sourced from research-sam3/results/) — not a genuine held-out test; treat its per-image score as memorization, not generalization.",
"saved_at": "2026-07-14T04:01:23.184Z"
},
{
"filename": "76 12012504.jpeg",
"no_sku": "12012504",
"nama_item": "AKUMO COIN 200 GR/PAC",
"expiry_date": "05/03/2027",
"top1_confidence": null,
"notes": "TRAINED-ON: this photo (or its SAM3 crop/augmented derivative) was already used to train the classifier (sourced from research-sam3/results/) — not a genuine held-out test; treat its per-image score as memorization, not generalization.",
"saved_at": "2026-07-14T04:01:23.184Z"
},
{
"filename": "77 12130504.jpeg",
"no_sku": "12130504",
"nama_item": "CHAMP BURGER 315 GR (NEW)",
"expiry_date": "",
"top1_confidence": null,
"notes": "TRAINED-ON: this photo (or its SAM3 crop/augmented derivative) was already used to train the classifier (sourced from research-sam3/results/) — not a genuine held-out test; treat its per-image score as memorization, not generalization. Also: expiry date not legible in this photo.",
"saved_at": "2026-07-14T04:01:23.184Z"
},
{
"filename": "78 13050101.jpeg",
"no_sku": "13050101",
"nama_item": "FIESTA SCB 250 GR",
"expiry_date": "08/04/2027",
"top1_confidence": null,
"notes": "TRAINED-ON: this photo (or its SAM3 crop/augmented derivative) was already used to train the classifier (sourced from research-sam3/results/) — not a genuine held-out test; treat its per-image score as memorization, not generalization.",
"saved_at": "2026-07-14T04:01:23.184Z"
},
{
"filename": "79 15040102.jpeg",
"no_sku": "15040102",
"nama_item": "FIESTA BATTER COATED 1000 GR",
"expiry_date": "",
"top1_confidence": null,
"notes": "TRAINED-ON: this photo (or its SAM3 crop/augmented derivative) was already used to train the classifier (sourced from research-sam3/results/) — not a genuine held-out test; treat its per-image score as memorization, not generalization. Also: expiry date not legible in this photo.",
"saved_at": "2026-07-14T04:01:23.184Z"
}
]
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