deepinsight/insightface

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

29580 stars · 6076 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

InsightFace is an open-source 2D and 3D face analysis project providing state-of-the-art face detection, recognition, alignment, and face swap models (ArcFace, RetinaFace, InSwapper) with a Python library and a self-hosted face recognition server. It includes a cross-platform GUI evaluation studio and REST API server that runs local ONNX Runtime inference.

Use cases

• detect and recognize faces in images
• extract face embeddings for identity verification
• build a self-hosted face recognition server like AWS Rekognition
• swap faces in photos or live streams
• estimate age and align faces
• benchmark face recognition models
• search large image databases for a person

When to choose

• you need state-of-the-art, NIST FRVT-ranked face detection or recognition models
• you want a self-hosted alternative to cloud face recognition APIs
• you need research-grade face analysis models with Python/ONNX inference
• you need face swap or liveness detection capabilities

When to avoid

• you need commercial deployment without licensing - pretrained models are non-commercial research only
• you need general object detection or non-face computer vision
• you want a fully open commercial license for the inswapper models
• you need a managed cloud service rather than self-hosting

Facets

library · maturity active

machine-learning computer-vision image-processing sdk http-server computer-vision artificial-intelligence deep-learning image-processing python cross-platform windows face-recognition face-detection face-swap arcface retinaface onnx face-alignment age-estimation deepfake-detection self-hosted linux macos docker gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="deepinsight/insightface")