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CodeBucket

The collection of interesting repository in Computer Vision Area.

Awesome Human Pose Estimation - A collection of awesome resources in Human Pose estimation. 📁

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. 📁

pytracking - gaze tracking & pupillometry. 📁

pose-tensorflow - Human Pose estimation with TensorFlow framework. 📁

Realtime_Multi-Person_Pose_Estimation CVPR'17 - Realtime Multi-Person Pose Estimation. 📁

AlphaPose - an accurate multi-person pose estimator. 📁

tf-pose-estimation - Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference. 📁

Computer Vision Video Dataset 📁

Coarse Gaze Estimation in Visual Surveillance By Active Vision Laboratory, by University of Oxford 📁

Building a real-time object recognition app with TensorFlow Article, 📁

ImageAI: Video Object Detection, Tracking and Analysis - based on RetinaNet, YOLOv3, TinyYOLOv3 📁

Haarcascade and SVM for real time facial tracking and recognition using webcam 📁

Webcam head tracker 📁

Object Detection Tutorial in TensorFlow 📁

Real Time Object Detection with TensorFlow Detection Model 📁

Real-Time Object detection API using Tensorflow and OpenCV 📁

How to Automate Surveillance Easily with Deep Learning 📁

Pedestrian detection using the TensorFlow Object Detection API. Includes multi GPU parallel processing inference 📁

Simple Face Recognition 📁

OpenCV Object Tracking 📁

Real-time and video processing object detection using Tensorflow, OpenCV and Docker 📁

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation 📁

Simple Pedestrian Detection using OpenCV 📁

Faster Non Maximum Suppression (NMS) Algorithm in Python 📁

Non Maximum Suppression (NMS) Algorithm in Python 📁

Real-time Human Detection in Computer Vision — Part 1 & 2 Part1Part2

YoLo v3Article

People Counting using OpenCV 📁

People Counting with OpenCV, Python & Ubidots 📁

People Crossing Hall/Doors Counting 📁

People Counting in Video 📁

People Counting using LSTM 📁

Face recognition with OpenCV, Python, and deep learning 📁

Easy installation of dlib python bindings in windows 📁

The world's simplest facial recognition api for Python and the command line 📁

Detection of Head Nods using OpenCV in Python 📁

Deep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow 📁

Head Detector by University of Oxford 📁

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks 📁

Head & Shoulder Detection 📁

Face Database 📁

Light-Head RCNN and One Novel Object Detector 📁

Context-aware CNNs for person head detection - ICCV2015 📁

Deep Learning Head Pose Estimation using PyTorch 📁

Face Detection Docker Solution Using Faster R-CNN 📁

FCHD-Fully-Convolutional-Head-Detector 📁

Head Detection using YoLo 📁

S³FD: Single Shot Scale-invariant Face Detector 📁

OpenCV Deep Neural Networks (dnn module) 📁

Face detection model zoo 📁

Face detection based on YOLO darknet https://github.com/dannyblueliu/YOLO-Face-detection

Deep learning-based Face detection using the YOLOv3 algorithm 📁

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 📁

Selfie Filters Using Facial Landmarks 📁 Article

What’s new in YOLO v3? Article

A combination between people tracking and age and gender detection 📁

Books

Programming Computer Vision with Python: Tools and algorithms for analyzing images by Jan Erik Solem

Computer Vision with Python 3 by Saurabh Kapur

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