Popular GitHub Repositories for Monocular Camera

?? Windows Hello? style facial authentication for Linux

A PyTorch Library for Accelerating 3D Deep Learning Research

[ICCV 2019] Monocular depth estimation from a single image

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

Photogrammetric Computer Vision Framework

A procedural Blender pipeline for photorealistic training image generation

[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

Metric depth estimation from a single image

Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

High Quality Monocular Depth Estimation via Transfer Learning

Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023]

二维码/条码识别、身份证识别、银行卡识别、车牌识别、图片文字识别、黄图识别、驾驶证（驾照）识别

[ARXIV'25] ReCamMaster: Camera-Controlled Generative Rendering from A Single Video

? ? Point your camera at things to hear how to say them in a different language

[IEEE T-PAMI 2023] Awesome BEV perception research and cookbook for all level audience in autonomous diriving

[CVPR 2025] Video Depth Anything: Consistent Depth Estimation for Super-Long Videos