egullickson

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• Joined on 2025-12-29

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egullickson commented on issue egullickson/motovaultpro#115 2026-02-07 16:22:19 +00:00

feat: Improve OCR process - replace Tesseract with PaddleOCR and add cloud fallback for VIN scanning

Plan Status: APPROVED

Phase: Planning

egullickson commented on issue egullickson/motovaultpro#115 2026-02-07 16:21:54 +00:00

feat: Improve OCR process - replace Tesseract with PaddleOCR and add cloud fallback for VIN scanning

QR Review: plan-code

Phase: Plan-Review

egullickson commented on issue egullickson/motovaultpro#115 2026-02-07 16:19:34 +00:00

feat: Improve OCR process - replace Tesseract with PaddleOCR and add cloud fallback for VIN scanning

TW Review: plan-scrub

Phase: Plan-Review

egullickson commented on issue egullickson/motovaultpro#115 2026-02-07 16:17:08 +00:00

feat: Improve OCR process - replace Tesseract with PaddleOCR and add cloud fallback for VIN scanning

QR Review: plan-completeness

Phase: Plan-Review

egullickson commented on issue egullickson/motovaultpro#115 2026-02-07 16:14:33 +00:00

feat: Improve OCR process - replace Tesseract with PaddleOCR and add cloud fallback for VIN scanning

Plan: Replace Tesseract with PaddleOCR + Optional Cloud Fallback

Phase: Planning

egullickson opened issue egullickson/motovaultpro#121 2026-02-07 16:13:17 +00:00

chore: Update OCR tests and documentation (#115)

egullickson opened issue egullickson/motovaultpro#120 2026-02-07 16:13:12 +00:00

fix: Diagnose and fix crop tool regression (#115)

egullickson opened issue egullickson/motovaultpro#119 2026-02-07 16:13:05 +00:00

chore: Docker and infrastructure updates for PaddleOCR (#115)

egullickson opened issue egullickson/motovaultpro#118 2026-02-07 16:12:59 +00:00

feat: Optional Google Vision cloud fallback engine (#115)

egullickson opened issue egullickson/motovaultpro#117 2026-02-07 16:12:52 +00:00

feat: Migrate VIN extractor to engine abstraction (#115)

egullickson opened issue egullickson/motovaultpro#116 2026-02-07 16:12:46 +00:00

feat: OCR engine abstraction layer and PaddleOCR integration (#115)

egullickson commented on issue egullickson/motovaultpro#115 2026-02-07 16:01:32 +00:00

feat: Improve OCR process - replace Tesseract with PaddleOCR and add cloud fallback for VIN scanning

Research Note: docTR as Additional Engine Candidate

During research, docTR (by Mindee) emerged as a strong candidate that should be evaluated alongside PaddleOCR during planning:

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egullickson opened issue egullickson/motovaultpro#115 2026-02-07 16:00:35 +00:00

feat: Improve OCR process - replace Tesseract with PaddleOCR and add cloud fallback for VIN scanning

egullickson deleted branch issue-113-fix-vin-ocr-scanning from egullickson/motovaultpro 2026-02-07 15:47:40 +00:00

egullickson pushed to main at egullickson/motovaultpro 2026-02-07 15:47:39 +00:00

6b0c18a41c Merge pull request 'fix: VIN OCR scanning fails with "No VIN Pattern found" on all images (#113)' (#114) from issue-113-fix-vin-ocr-scanning into main

75ce316aa5 chore: Change crop to remove locked aspect ratio

e4336ce9da fix: extract VIN from noisy OCR via sliding window + char deletion (refs #113)

432b3bda36 fix: remove char whitelist incompatible with Tesseract LSTM (refs #113)

ae5221c759 fix: invert min-channel so Tesseract gets dark-on-light text (refs #113)

Compare 16 commits »

egullickson merged pull request egullickson/motovaultpro#114 2026-02-07 15:47:37 +00:00

fix: VIN OCR scanning fails with "No VIN Pattern found" on all images (#113)

egullickson closed issue egullickson/motovaultpro#113 2026-02-07 15:47:37 +00:00

fix: VIN OCR scanning fails with "No VIN Pattern found in image" on all images

egullickson pushed to issue-113-fix-vin-ocr-scanning at egullickson/motovaultpro 2026-02-07 04:15:53 +00:00

75ce316aa5 chore: Change crop to remove locked aspect ratio

egullickson pushed to issue-113-fix-vin-ocr-scanning at egullickson/motovaultpro 2026-02-07 04:00:11 +00:00

e4336ce9da fix: extract VIN from noisy OCR via sliding window + char deletion (refs #113)

egullickson pushed to issue-113-fix-vin-ocr-scanning at egullickson/motovaultpro 2026-02-07 03:52:12 +00:00

432b3bda36 fix: remove char whitelist incompatible with Tesseract LSTM (refs #113)