{"repo":"mftnakrsu/Automatic_Number_Plate_Recognition_YOLO_OCR","free":true,"listed":false,"github":"https://github.com/mftnakrsu/Automatic_Number_Plate_Recognition_YOLO_OCR","clone":"git clone https://github.com/mftnakrsu/Automatic_Number_Plate_Recognition_YOLO_OCR.git","description":"Automatic Number Plate Recognition pipeline — fast-alpr + fast-plate-ocr + FastAPI. Privacy-aware (HMAC + KVKK + GDPR). pip install anpr-pipeline","language":"Python","stars":202,"topics":["object-detection","ocr","yolo","database","computer-vision","python","alpr","anpr","fast-alpr","fast-plate-ocr"],"license":"MIT","category":"media-processing","readme_excerpt":"anpr-pipeline — Automatic Number Plate Recognition End-to-end license plate recognition: plate detection → tracking → OCR → Turkish format parsing → temporal voting → privacy-aware persistence , served behind a FastAPI HTTP + WebSocket API. Originally written in 2022 with a YOLOv5 fork + EasyOCR + Flask 1.1. Rewritten in 2026 on top of fast-alpr + fast-plate-ocr + FastAPI + uv. The original code is preserved verbatim under legacy/ for reference. --- Quickstart Via PyPI Docker Open . From source, via uv --- What's in the box Layer Implementation --- --- Detector fast-alpr 's bundled YOLOv9-t 384 ONNX license-plate model (MIT, 65+ countries) OCR fast-plate-ocr cct-s-v2-global-model (sub-millisecond GPU, per-character confidences) Tracker Dependency-free greedy IoU tracker (swap to ByteTrack via the Tracker Protocol) Turkish parser All 81 province codes, strict regex on NN [A]{1-3} [N]{2-4} Confusion fix Position-aware OCR fixups (0/O, 1/I/L, 5/S, 8/B, 2/Z, 6/G, 0/D/Q) Temporal voting Per-character-position majority vote over top-K confidence-weighted reads per track Web FastAPI 0.115 + uvicorn, REST + WebSocket, dark-theme HTMX UI Storage SQLModel + aiosqlite default; HMAC-SHA256 plate hashing (no raw plate text ever stored) Observability structlog + Prometheus /metrics + opt-in OpenTelemetry ( otel extras) Packaging uv + pyproject.toml , ruff (lint + format), pyright , pytest (60+ tests) --- API surface Endpoint Method What --- --- --- / GET HTMX UI (upload + live webcam) /hea","default_branch":null,"files":null,"tree":[],"storefront":"/r/mftnakrsu","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/mftnakrsu/Automatic_Number_Plate_Recognition_YOLO_OCR/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}