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acam_demo

Real-time Action detection demo for the work Actor Conditioned Attention Maps. This repo includes a complete pipeline for person detection/tracking and analyzing their actions in real-time.

actionai

custom human activity recognition modules by pose estimation and cascaded inference using sklearn API

actorconditionedattentionmaps

Training code for the ACAM action detection model.

awesome-action-recognition

A curated list of action recognition and related area resources

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

dataaugmentationforobjectdetection

Data Augmentation For Object Detection

dcpose

This is an official implementation of our CVPR 2021 paper "Deep Dual Consecutive Network for Human Pose Estimation" (https://openaccess.thecvf.com/content/CVPR2021/papers/Liu_Deep_Dual_Consecutive_Network_for_Human_Pose_Estimation_CVPR_2021_paper.pdf)

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deepfalldetection

This project aims to detect falls in humans

detr

End-to-End Object Detection with Transformers

drlnd-collab-compet

Reinforcement learning for playing tennis through self-play in Unity

drlnd-navigation

Deep Q-learning Network for autonomous navigation

facenet

Face recognition using Tensorflow

facenet_trt

NVIDIA TensorRT implementation for facenet with pre-trained Inception-ResNet v1 SavedModel/Ckpt and MTCNN Networks

facial-recognition-vgg-face

Code for facial recognition using the VGG Face Model

feedmouse

Jogo desenvolvido em Drools para ilustrar as regras de um agente baseado em conhecimento

five-video-classification-methods

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

gtad

The official implementation of G-TAD: Sub-Graph Localization for Temporal Action Detection

human-action-classification

This repository allows you to classify 40 different human actions. Pose detection, estimation and classification is also performed. Poses are classified into sitting, upright and lying down.

keras-vggface

VGGFace implementation with Keras Framework

keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

labelactionvideo

Application for labeling actions in videos with key frames

labelimagensvoc

Label images in the VOC pattern

machinelearningprojectcin

materials-temporal-action-detection

temporal action detection: benchmark results, features download etc.

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

mmaction

An open-source toolbox for action understanding based on PyTorch

moc-detector

Actions as Moving Points