Code Monkey home page Code Monkey logo

pose-with-action's Introduction

๐Ÿƒ ๐Ÿšถ ๐Ÿ’ƒ Pose-With-Action

pose_with_action

Untitled design (4)

Untitled design (5)

  • This repository represents " Action Recognition Using Alphapose ".
  • With the help of this project we can detect the human Actions/Activities based on the Human Pose.

๐Ÿ“ Description

โณ Dataset

๐Ÿฝโ€ Download Object Detection Model

๐Ÿฝโ€ For Pose Tracking, Download the object tracking model

๐Ÿฝโ€ Download Fast.res50.pt file

๐Ÿ–ฅ๏ธ Installation

๐Ÿ› ๏ธ Requirements

โš™๏ธ Setup

  1. Install PyTorch :-
$ pip3 install torch==1.1.0 torchvision==0.3.0
  1. Install :-
$ export PATH=/usr/local/cuda/bin/:$PATH
$ export LD_LIBRARY_PATH=/usr/local/cuda/lib64/:$LD_LIBRARY_PATH
$ pip install cython
$ sudo apt-get install libyaml-dev
$ python setup.py build develop --user
$ python -m pip install Pillow==6.2.1
$ pip install -U PyYAML

๐ŸŽฏ Inference demo

  1. Testing with Images ( Put test images in AlphaPose/examples/demo/ ) :-
$ python scripts/demo_inference.py --cfg configs/coco/resnet/256x192_res50_lr1e-3_1x.yaml --checkpoint pretrained_models/fast_res50_256x192.pth --indir examples/demo/ --save_img
  1. Testing with Video ( Put test video in AlphaPose/examples/demo/ ) :-
$ python scripts/demo_inference.py --cfg configs/coco/resnet/256x192_res50_lr1e-3_1x.yaml --checkpoint pretrained_models/fast_res50_256x192.pth --video examples/demo/3.mp4 --outdir examples/res1 --save_video --gpus 0

๐Ÿ“– Please Go through Pose_With_Action_HLD2.docx for more info.

Contributors

  • Akshay Kumar Prasad
  • Akshay Namdev Kadam
  • Arjun K
  • ATUL KUMAR
  • Deepak Kumar Behera
  • Jerryl Davis
  • Kancharla Bharath Kumar
  • Karthik P
  • Madhavi Patel
  • Mukesh
  • Oinam Bhobendra
  • pamita singh kandari
  • Sameer sudhir Deshmukh
  • Sasidharan M
  • shrinivas kandlikar

pose-with-action's People

Contributors

fang-haoshu avatar jeff-sjtu avatar akshaykadam771 avatar xuchao1688 avatar jellyfish1456 avatar haoyizhu avatar maxreimann avatar hjpotter92 avatar tang-hy avatar afewthings avatar jasonyzhang avatar ineuron-ai avatar jmwill86 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.