{"repo":"SthPhoenix/InsightFace-REST","free":true,"listed":false,"github":"https://github.com/SthPhoenix/InsightFace-REST","clone":"git clone https://github.com/SthPhoenix/InsightFace-REST.git","description":"InsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.","language":"Python","stars":624,"topics":["retinaface","fastapi","tensorrt","tensorrt-conversion","arcface","face-recognition","face-detection","onnx","gpu","docker"],"license":"Apache-2.0","category":"deployment-docker-iac","readme_excerpt":"InsightFace-REST GitHub Issues WARNING: Latest update may cause troubles with previously compiled Numba functions. If you met any errors concerning 'modules not found' Run following command in repo root to remove pycache : find . grep -E \"( pycache \\.pyc$)\" sudo xargs rm -rf A production-ready REST API for face detection and recognition pipelines. Built with FastAPI for serving and optimized with NVIDIA TensorRT for high-performance inference. Supports both GPU-accelerated and CPU-based deployments. Code is heavily based on API code in official DeepInsight InsightFace repository. Key features: - 🚀 High-Performance Inference : Up to 820 fps on RTX4090 with default settings. And even faster with lighter models. - 🐳 Dockerized Deployment : Ready for NVIDIA GPU systems. - 🤖 Automatic Model Download : Self-contained setup with Google Drive downloads - 🔄 Batch Processing : Supported for both detection and recognition models - 📦 Model Variety : SCRFD and YoloV5 detectors + PyTorch recognition models - ⚙️ Multi-Backend Support : - TensorRT for GPU acceleration - ONNX Runtime for CPU inference - 📈 Optimized Postprocessing : 2x faster SCRFD implementation Prerequisites 1. Docker (latest stable version) 2. NVIDIA Container Toolkit 3. NVIDIA GPU Drivers (535 or newer) 4. Compatible NVIDIA GPU (for GPU acceleration) Quick Start with Docker 1. Clone repository: 2. Move to compose dir: 3. Copy example.env to .env , modify configs if needed: 3. Build image: 4. Run docker compose: 5. Ac","default_branch":null,"files":null,"tree":[],"storefront":"/r/SthPhoenix","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/SthPhoenix/InsightFace-REST/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."}