The collection of interesting repository in Computer Vision Area.
Awesome Human Pose Estimation - A collection of awesome resources in Human Pose estimation. π
Deepgaze - Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map. π
pytracking - gaze tracking & pupillometry. π
pose-tensorflow - Human Pose estimation with TensorFlow framework. π
Realtime_Multi-Person_Pose_Estimation CVPR'17 - Realtime Multi-Person Pose Estimation. π
AlphaPose - an accurate multi-person pose estimator. π
tf-pose-estimation - Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference. π
Computer Vision Video Dataset π
Coarse Gaze Estimation in Visual Surveillance By Active Vision Laboratory, by University of Oxford π
Building a real-time object recognition app with TensorFlow Article, π
ImageAI: Video Object Detection, Tracking and Analysis - based on RetinaNet, YOLOv3, TinyYOLOv3 π
Haarcascade and SVM for real time facial tracking and recognition using webcam π
Webcam head tracker π
Object Detection Tutorial in TensorFlow π
Real Time Object Detection with TensorFlow Detection Model π
Real-Time Object detection API using Tensorflow and OpenCV π
How to Automate Surveillance Easily with Deep Learning π
Pedestrian detection using the TensorFlow Object Detection API. Includes multi GPU parallel processing inference π
Simple Face Recognition π
OpenCV Object Tracking π
Real-time and video processing object detection using Tensorflow, OpenCV and Docker π
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation π
Simple Pedestrian Detection using OpenCV π
Faster Non Maximum Suppression (NMS) Algorithm in Python π
Non Maximum Suppression (NMS) Algorithm in Python π
Real-time Human Detection in Computer VisionβββPart 1 & 2 Part1Part2
YoLo v3Article
People Counting using OpenCV π
People Counting with OpenCV, Python & Ubidots π
People Crossing Hall/Doors Counting π
People Counting in Video π
People Counting using LSTM π
Face recognition with OpenCV, Python, and deep learning π
Easy installation of dlib python bindings in windows π
The world's simplest facial recognition api for Python and the command line π
Detection of Head Nods using OpenCV in Python π
Deep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow π
Head Detector by University of Oxford π
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks π
Head & Shoulder Detection π
Face Database π
Light-Head RCNN and One Novel Object Detector π
Context-aware CNNs for person head detection - ICCV2015 π
Deep Learning Head Pose Estimation using PyTorch π
Face Detection Docker Solution Using Faster R-CNN π
FCHD-Fully-Convolutional-Head-Detector π
Head Detection using YoLo π
SΒ³FD: Single Shot Scale-invariant Face Detector π
OpenCV Deep Neural Networks (dnn module) π
Face detection model zoo π
Face detection based on YOLO darknet https://github.com/dannyblueliu/YOLO-Face-detection
Deep learning-based Face detection using the YOLOv3 algorithm π
Face Detection and Gender and Age Classification using Keras https://github.com/abars/YoloKerasFaceDetection
A Face detector trained on YOLOv2 Darknet framework https://github.com/azmathmoosa/azFace
Real-time Object Detection with YOLO, YOLOv2 and now YOLOv3 [Article] https://medium.com/@jonathan_hui/real-time-object-detection-with-yolo-yolov2-28b1b93e2088
Web Machine Learning (ML) API polyfill and examples π
Selfie Filters Using Facial Landmarks π Article
Whatβs new in YOLO v3? Article
A combination between people tracking and age and gender detection π
Programming Computer Vision with Python: Tools and algorithms for analyzing images by Jan Erik Solem
Computer Vision with Python 3 by Saurabh Kapur