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awesome-human-pose-estimation

A collection of awesome resources in Human Pose estimation.

chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

classification

cv_tools

deep-high-resolution-net.tensorflow

A TensorFlow implementation of HRNet

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deep_sort_pytorch

MOT tracking using deepsort and yolov3 with pytorch

deep_sort_yolov3_pytorch

Add attention blocks such as cbam, se. Add deep sort, sort and some tracking algorithm using opencv

deepmg

Learning to Generate Maps from Trajectories (AAAI'20)

dense_flow

Tools to extract dense optical flow from videos, based on OpenCV

detectandtrack

The implementation of an algorithm presented in the CVPR18 paper: "Detect-and-Track: Efficient Pose Estimation in Videos"

ehpi_action_recognition

Simple yet efficient real-time pose based action recognition

facenet_pytorch

PyTorch implementation of the paper "FaceNet: A Unified Embedding for Face Recognition and Clustering"

fisheries_monitoring

This is a classification task for The Nature Conservancy Fisheries Monitoring Competition at https://www.kaggle.com/c/the-nature-conservancy-fisheries-monitoring/

generatedtir_tracking

Synthetic data generation for end-to-end TIR tracking (TIP2018)

hand_digits

This project intend to summarise different machine learning approaches of solving hand-digit recognition problems as a demo for more complex problems.

hrnet_kaggle_inat2019_fgvc

hssnet

Hierarchical Spatial-aware Siamese Network for Thermal Infrared Object Tracking （HSSNet）

image_triplet_loss

Image similarity using Triplet Loss

imagebasedmodellingeduv1.0

imgaug

Image augmentation for machine learning experiments.

inaturalist2019

This is a fine-grain classification task based on https://www.kaggle.com/c/inaturalist-2019-fgvc6/overview

marysblog

Mary Li's personal blog

mcfts

Deep Convolutional Neural Networks for Thermal Infrared Object Tracking (MCFTS)

mmaction

An open-source toolbox for action understanding based on PyTorch

mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

multi-object-tracking-paper-list

Paper list and source code for multi-object-tracking

object-detection-and-tracking

YOLO & RCNN Object Detection and Multi-Object Tracking

object-tracking-with-optical-flow-and-surf

My thesis

oidv4_toolkit

Download and visualize single or multiple classes from the huge Open Images v4 dataset