/codebucket

The collection of computer vision resources

CodeBucket

The collection of interesting repository in Computer Vision Area.

Awesome Human Pose Estimation - A collection of awesome resources in Human Pose estimation. πŸ“

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. πŸ“

pytracking - gaze tracking & pupillometry. πŸ“

pose-tensorflow - Human Pose estimation with TensorFlow framework. πŸ“

Realtime_Multi-Person_Pose_Estimation CVPR'17 - Realtime Multi-Person Pose Estimation. πŸ“

AlphaPose - an accurate multi-person pose estimator. πŸ“

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

Computer Vision Video Dataset πŸ“

Coarse Gaze Estimation in Visual Surveillance By Active Vision Laboratory, by University of Oxford πŸ“

Building a real-time object recognition app with TensorFlow Article, πŸ“

ImageAI: Video Object Detection, Tracking and Analysis - based on RetinaNet, YOLOv3, TinyYOLOv3 πŸ“

Haarcascade and SVM for real time facial tracking and recognition using webcam πŸ“

Webcam head tracker πŸ“

Object Detection Tutorial in TensorFlow πŸ“

Real Time Object Detection with TensorFlow Detection Model πŸ“

Real-Time Object detection API using Tensorflow and OpenCV πŸ“

How to Automate Surveillance Easily with Deep Learning πŸ“

Pedestrian detection using the TensorFlow Object Detection API. Includes multi GPU parallel processing inference πŸ“

Simple Face Recognition πŸ“

OpenCV Object Tracking πŸ“

Real-time and video processing object detection using Tensorflow, OpenCV and Docker πŸ“

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

Simple Pedestrian Detection using OpenCV πŸ“

Faster Non Maximum Suppression (NMS) Algorithm in Python πŸ“

Non Maximum Suppression (NMS) Algorithm in Python πŸ“

Real-time Human Detection in Computer Visionβ€Šβ€”β€ŠPart 1 & 2 Part1Part2

YoLo v3Article

People Counting using OpenCV πŸ“

People Counting with OpenCV, Python & Ubidots πŸ“

People Crossing Hall/Doors Counting πŸ“

People Counting in Video πŸ“

People Counting using LSTM πŸ“

Face recognition with OpenCV, Python, and deep learning πŸ“

Easy installation of dlib python bindings in windows πŸ“

The world's simplest facial recognition api for Python and the command line πŸ“

Detection of Head Nods using OpenCV in Python πŸ“

Deep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow πŸ“

Head Detector by University of Oxford πŸ“

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks πŸ“

Head & Shoulder Detection πŸ“

Face Database πŸ“

Light-Head RCNN and One Novel Object Detector πŸ“

Context-aware CNNs for person head detection - ICCV2015 πŸ“

Deep Learning Head Pose Estimation using PyTorch πŸ“

Face Detection Docker Solution Using Faster R-CNN πŸ“

FCHD-Fully-Convolutional-Head-Detector πŸ“

Head Detection using YoLo πŸ“

SΒ³FD: Single Shot Scale-invariant Face Detector πŸ“

OpenCV Deep Neural Networks (dnn module) πŸ“

Face detection model zoo πŸ“

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

Deep learning-based Face detection using the YOLOv3 algorithm πŸ“

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 πŸ“

Selfie Filters Using Facial Landmarks πŸ“ Article

What’s new in YOLO v3? Article

A combination between people tracking and age and gender detection πŸ“

Books

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

Computer Vision with Python 3 by Saurabh Kapur