Improve LPR accuracy and add manual plate edit

- Tiled YOLO (3x2, 20% overlap): plate confidence 0.307 -> 0.838 on test frame
- Aspect ratio filter (2.0-6.5:1): rejects non-plate shapes
- Confidence threshold 0.03 -> 0.04: removes fence/noise false positives
- Exclude top 15% (sky) and bottom 8% (timestamp overlay) from detection zone
- Add Tesseract as primary OCR (better for Latin plates), PaddleOCR as fallback
- Enhance plate crop before OCR: CLAHE + sharpening + min 80px upscale
- Save plate_crop.jpg (4x upscaled) to event dir for manual review
- Show plate crop in event detail page
- Add manual plate edit form in event detail (POST /event/{id}/plate)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
perco
2026-06-02 17:45:50 +02:00
co-authored by Claude Sonnet 4.6
parent 92f435935e
commit 13e6038069
7 changed files with 188 additions and 38 deletions
+1
View File
@@ -2,6 +2,7 @@ FROM python:3.11-slim
RUN apt-get update && apt-get install -y --no-install-recommends \
libgl1 libglib2.0-0 libgomp1 ffmpeg \
tesseract-ocr tesseract-ocr-fra tesseract-ocr-eng \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /app