{"repo":"ankandrew/fast-plate-ocr","free":true,"listed":false,"github":"https://github.com/ankandrew/fast-plate-ocr","clone":"git clone https://github.com/ankandrew/fast-plate-ocr.git","description":"Lightweight & fast OCR models for license plate text recognition.","language":"Python","stars":720,"topics":["plate-recognition","plate-ocr","license-plate-recognition","jax","keras3","onnx","pytorch","tensorflow","license-plate-ocr","keras"],"license":"MIT","category":"machine-learning","readme_excerpt":"Fast & Lightweight License Plate OCR --- Introduction Lightweight and fast OCR models for license plate text recognition. You can train models from scratch or use the trained models for inference. The idea is to use this after a plate object detector, since the OCR expects the cropped plates. Features - Keras 3 Backend Support : Train seamlessly using TensorFlow , JAX , or PyTorch backends 🧠 - Efficient Execution : Lightweight models that are cheap to run 💰 - ONNX Runtime Inference : Fast and optimized inference with ONNX runtime ⚡ - User-Friendly CLI : Simplified CLI for training and validating OCR models 🛠️ - Region Recognition (Optional) : Predict region/country of the license plate 🌍 - Model HUB : Access to a collection of pre-trained models ready for inference 🌟 - Train / Fine-tune : Easily train or fine-tune your own models 🔧 - Export-Friendly : Export easily to CoreML , TFLite , or ONNX formats 📦 Available Models Optimized, ready to use models with config files for inference or fine-tuning. Model Name Size Arch b=1 Avg. Latency (ms) Plates/sec (PPS) Model Config Plate Config Val Results -------------------------- ------ ------------------------------------------------------------------------------------------------------------------------------ ----------------------- ------------------ ---------------------------------------------------------------------------------------------------------------------------------- -----------------------------------------------","default_branch":null,"files":null,"tree":[],"storefront":"/r/ankandrew","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ankandrew/fast-plate-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."}