人脸在线搜索的开源项目记录及总结

2020-02-09T19:36:36

开源项目:

1)Scapper
https://github.com/althonos/InstaLooter
https://github.com/rarcega/instagram-scraper
https://github.com/ankitaggarwal011/FaceGrab
2)Face detection
http://dlib.net/face_detection_ex.cpp.html
http://blog.dlib.net/2014/02/dlib-186-released-make-your-own-object.html
https://github.com/ageitgey/face_recognition
Face detection datasets:
https://github.com/NVlabs/ffhq-dataset
2.1) Face alignment
https://github.com/cmusatyalab/openface/blob/master/openface/align_dlib.py
https://github.com/davidsandberg/facenet/tree/master/src/align
2.2) Face pose estimation
https://github.com/mpatacchiola/deepgaze/tree/master/examples/ex_dnn_head_pose_estimation_training
https://github.com/yinguobing/head-pose-estimation
https://github.com/Oreobird/tf-keras-deep-head-pose
2.3) Gender prediction
https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/
2.4) Age prediction
https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/
3)Feature extraction
https://github.com/rcmalli/keras-vggface
https://github.com/BVLC/caffe/blob/master/tools/extract_features.cpp
http://www.robots.ox.ac.uk/~vgg/software/vgg_face/
https://github.com/davidsandberg/facenet
https://github.com/qidiso/mobilefacenet-V2
https://github.com/iwantooxxoox/Keras-OpenFace
https://github.com/nizhib/pytorch-insightface
https://github.com/AlfredXiangWu/LightCNN
https://github.com/seasonSH/Probabilistic-Face-Embeddings
To look at:
https://github.com/deepinsight/insightface
https://github.com/ZhaoJ9014/High-Performance-Face-Recognition
4)Image search server
https://github.com/AKSHAYUBHAT/DeepVideoAnalytics
https://github.com/ox-vgg/via
https://github.com/ox-vgg/vise
http://www.robots.ox.ac.uk/~vgg/software/vise/
https://github.com/AKSHAYUBHAT/VisualSearchServer
https://github.com/beniz/deepdetect/tree/master/demo/imgsearch
https://github.com/beniz/deepdetect/issues/92
https://github.com/tuan3w/visual_search
https://github.com/icodingc/ImageRetrieval-tf
https://github.com/paucarre/tiefvision
https://github.com/seetaface/SeetaFaceEngine
https://github.com/willard-yuan/CNN-for-Face-Image-Retrieval

https://github.com/paucarre/tiefvision
https://github.com/pavelgonchar/face-search
https://github.com/ricardocabral/iskdaemon
https://github.com/dlau/mineye

https://github.com/HanXiaoyang/image_retrieval
https://github.com/willard-yuan/CNN-for-Image-Retrieval
https://github.com/unwitting/imageme

4.1) KNN search
https://github.com/facebookresearch/faiss/
https://github.com/nmslib/nmslib

5)Other / To look at
http://disa.fi.muni.cz/profiset/
https://github.com/ageitgey/face_recognition
https://github.com/moinudeen/digit-recognizer-flask-cnn
https://github.com/harpribot/awesome-information-retrieval

6) Datasets:
https://github.com/HCIILAB/SCUT-FBP5500-Database-Release
https://github.com/xuefeng7/FACE-LIBRARY
https://www.microsoft.com/en-us/research/project/ms-celeb-1m-challenge-recognizing-one-million-celebrities-real-world/
https://susanqq.github.io/UTKFace/

7) Video
https://github.com/pyannote/pyannote-video

8) Other
Pose estimation
https://github.com/LaoDar/cnn_head_pose_estimator
https://github.com/natanielruiz/deep-head-pose
https://github.com/lincolnhard/head-pose-estimation/blob/master/video_test_shape.py
Age estimation
https://github.com/yu4u/age-gender-estimation

9) Other related
https://github.com/TheButlah/tinder-bot
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