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Top 23 face-detection Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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face-api.js
JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
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PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
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libfacedetection
An open source library for face detection in images. The face detection speed can reach 1000FPS.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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kalidokit
Blendshape and kinematics calculator for Mediapipe/Tensorflow.js Face, Eyes, Pose, and Finger tracking models.
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pigo
Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.
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TNN
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts
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facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
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jeelizFaceFilter
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...).
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human
Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition
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DeepCamera
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
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sphereface
Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
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awesome-tiny-object-detection
🕶 A curated list of Tiny Object Detection papers and related resources.
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SaaSHub
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Camera connected to a PI? Something like this could run locally: https://github.com/ageitgey/face_recognition
Project mention: Indexing iCloud Photos with AI Using LLaVA and Pgvector | news.ycombinator.com | 2024-01-22I haven't used it for search, but I believe Insightface's embeddings can be used for this purpose. https://insightface.ai/
Then I used face-api.js to find the coordinates of each eye.
Project mention: [R]DETRs Beat YOLOs on Real-time Object Detection | /r/MachineLearning | 2023-04-19Our RTDETR-L achieves 53.0% AP on COCO val2017 and 114 FPS on T4 GPU, while RT-DETR-X achieves 54.8% AP and 74 FPS, outperforming all YOLO detectors of the same scale in both speed and accuracy. Furthermore, our RTDETR-R50 achieves 53.1% AP and 108 FPS, outperforming DINO-Deformable-DETR->R50 by 2.2% AP in accuracy and by about 21 times in FPS. Source code and pretrained models will be available at PaddleDetection1 (https://github.com/PaddlePaddle/PaddleDetection) .
Project mention: 500 Realistic Vision portraits, eyes aligned, sorted by happiness | /r/StableDiffusion | 2023-04-22I used this to detect face landmarks: https://github.com/1adrianb/face-alignment
Project mention: [Question] - Any library that's similar to human js in terms of functionalities? | /r/golang | 2023-05-25
Hijacking this comment because i've been working nonstop on my project thanks to your suggestion. I'm now using this https://github.com/derronqi/yolov8-face for face detection and still the old face_recognition for encodings. I'm clustering with dbscan and extracting frames with ffmpeg with -hwaccel on. I'm planning to try this: https://github.com/timesler/facenet-pytorch as it looks like it would be the fastest thing avaiable to process videos? Keep in mind i need to perform encoding other than just detection because i want to use DBscan (and later also facial recognition, but this might be done separately just by saving the encodings). let me know if you have any other suggestions, and thanks again for your help
Project mention: Double-Take not getting enough events/images from Frigate? | /r/frigate_nvr | 2023-08-01# https://github.com/exadel-inc/CompreFace/blob/master/docs/Face-services-and-plugins.md)
Project mention: [Self Hosted] F * CK Google, voici quelques alternatives auto-hébergées. | /r/enfrancais | 2023-05-05* ~~ Ownphoto's ~~ * librephotos > Google Photo's
Project mention: [Question] - Any library that's similar to human js in terms of functionalities? | /r/golang | 2023-05-25I was wondering if there's any golang package that has similar functionalities as in https://github.com/vladmandic/human
PixLab (https://pixlab.io) & FACEIO (https://faceio.net) | Full-or-part-time | Remote | Computer Vision / Full stack Engineers |
PixLab, a leading provider of Machine Vision, Face Recognition & Media Processing APIs is looking for:
* Embedded C & Computer Vision engineer(s) to work on the SOD (https://sod.pixlab.io), embedded computer vision library.
* Senior Python engineer with proficiency in PyTorch to work on FACEIO (https://faceio.net), our facial authentication web framework for web sites & apps.
* C++ developer with ML expertise to work on the port of Tiny-Dream (https://pixlab.io/tiny-dream), our embedded Stable Diffusion C++ library from ncnn to ggml.
* React/Vue JS Web developer(s) with expertise in fabric.js to work on a brand new, web based photo editing software backed by generative AI.
Reach out to Vincent via contact AT pixlab.io with your resume if interested.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2024-01-22.
face-detection related posts
- Indexing iCloud Photos with AI Using LLaVA and Pgvector
- Security Image Recognition
- Facial recognition software/API for face-blind teacher?
- InsightFace are trying to kill off AI competitors on YouTube
- GitHub - ageitgey/face_recognition: The world's simplest facial recognition api for Python and the command line
- The simplest facial recognition API for Python
- NodeJS: Blurring Human Faces in Photos
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A note from our sponsor - WorkOS
workos.com | 19 Apr 2024
Index
What are some of the best open-source face-detection projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Face Recognition | 51,693 |
| 2 | insightface | 21,155 |
| 3 | face-api.js | 16,061 |
| 4 | facenet | 13,479 |
| 5 | PaddleDetection | 12,008 |
| 6 | libfacedetection | 12,005 |
| 7 | caire | 10,320 |
| 8 | face-alignment | 6,787 |
| 9 | kalidokit | 5,190 |
| 10 | pigo | 4,282 |
| 11 | TNN | 4,277 |
| 12 | facenet-pytorch | 4,129 |
| 13 | CompreFace | 3,855 |
| 14 | mlkit | 3,316 |
| 15 | OwnPhotos | 2,741 |
| 16 | jeelizFaceFilter | 2,617 |
| 17 | human | 2,003 |
| 18 | pythoncode-tutorials | 1,988 |
| 19 | ailia-models | 1,799 |
| 20 | sod | 1,711 |
| 21 | DeepCamera | 1,702 |
| 22 | sphereface | 1,569 |
| 23 | awesome-tiny-object-detection | 1,385 |
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