All Projects → RiweiChen → Deepface

RiweiChen / Deepface

Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.

Programming Languages

python
139335 projects - #7 most used programming language
shell
77523 projects

Projects that are alternatives of or similar to Deepface

face
[deprecated] 👽 Face Recognition package for Laravel
Stars: ✭ 37 (-97.47%)
Mutual labels:  face-recognition, face-detection, face-analysis
Compreface
Free and open-source face recognition system from Exadel
Stars: ✭ 947 (-35.36%)
Mutual labels:  face-detection, face-recognition
Sphereface
Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
Stars: ✭ 1,483 (+1.23%)
Mutual labels:  face-detection, face-recognition
Awesome Face Detection
Compare with various detectors - s3fd, dlib, ocv, ocv-dnn, mtcnn-pytorch, face_recognition
Stars: ✭ 106 (-92.76%)
Mutual labels:  face-detection, face-recognition
Awslambdaface
Perform deep neural network based face detection and recognition in the cloud (via AWS lambda) with zero model configuration or tuning.
Stars: ✭ 98 (-93.31%)
Mutual labels:  face-detection, face-recognition
Helloface
An awesome face technology repository.
Stars: ✭ 905 (-38.23%)
Mutual labels:  face-detection, face-recognition
Hellovision
Vision framework example for my article. https://medium.com/compileswift/swift-world-whats-new-in-ios-11-vision-456ba4156bad
Stars: ✭ 93 (-93.65%)
Mutual labels:  face-detection, face-recognition
Awesome Face
😎 face releated algorithm, dataset and paper
Stars: ✭ 739 (-49.56%)
Mutual labels:  face-detection, face-recognition
Face Api
JavaScript module for face detection and face recognition Using Tensorflow/JS
Stars: ✭ 67 (-95.43%)
Mutual labels:  face-detection, face-recognition
Face Classification
Face model to classify gender and race. Trained on LFWA+ Dataset.
Stars: ✭ 104 (-92.9%)
Mutual labels:  face-detection, face-recognition
Face Recognition Cpp
Real Time Face Recognition Detector. Over 30FPS on CPU!
Stars: ✭ 68 (-95.36%)
Mutual labels:  face-detection, face-recognition
Deepcamera
Open source face recognition on Raspberry Pi. SharpAI is open source stack for machine learning engineering with private deployment and AutoML for edge computing. DeepCamera is application of SharpAI designed for connecting computer vision model to surveillance camera. Developers can run same code on Raspberry Pi/Android/PC/AWS to boost your AI production development.
Stars: ✭ 757 (-48.33%)
Mutual labels:  face-detection, face-recognition
Human Detection And Tracking
Human-detection-and-Tracking
Stars: ✭ 753 (-48.6%)
Mutual labels:  face-detection, face-recognition
Object face detection webcam react
Face/Mood detection using face-api.js
Stars: ✭ 29 (-98.02%)
Mutual labels:  face-detection, face-recognition
Getting Things Done With Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Stars: ✭ 738 (-49.62%)
Mutual labels:  face-detection, face-recognition
Pyseeta
python api for SeetaFaceEngine(https://github.com/seetaface/SeetaFaceEngine.git)
Stars: ✭ 93 (-93.65%)
Mutual labels:  face-detection, face-recognition
Insightface
State-of-the-art 2D and 3D Face Analysis Project
Stars: ✭ 10,886 (+643.07%)
Mutual labels:  face-detection, face-recognition
Mobileface
A face recognition solution on mobile device.
Stars: ✭ 669 (-54.33%)
Mutual labels:  face-detection, face-recognition
Facerecognitiondotnet
The world's simplest facial recognition api for .NET on Windows, MacOS and Linux
Stars: ✭ 672 (-54.13%)
Mutual labels:  face-detection, face-recognition
Opencv Face Filters
Snapchat-like Face Filters in OpenCV
Stars: ✭ 51 (-96.52%)
Mutual labels:  face-detection, face-recognition

DeepFace

a deep face analysis implement, mainly based on -Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done. -中文Readme

Each task is divide by different folder.

##Face detection

###baseline Face detection using sliding windows style, it first train a face/noface two class classification network, and then tranform to a full convolution network, detection is based on the heatmap when input a large full size image.

face detection result example: result1 result2

##Face key points detection

###try1_1 face 5 key points detection using DeepID architecture. result1

face 5 key points detection result example: result1

##Face Verification ###deepid Face verification based on DeepID network architecture.

face verification ROC result: roc

##Face Dataset

We collect the face datasets usually used by recently years' paper, and divide by different task. Also we simply describe each of the dataset.(In Chinese)

For more implement details, please reference my blog

It is welcome for everyone to make suggestions and improvement.

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].