Code Monkey home page Code Monkey logo

deepposecomparison's Introduction

Comparison between chainer and pytorch about implementing DeepPose

CircleCI

This repository contains codes for Qiita blog post.

Usage

Dataset preparation

First download and prepare datasets for training by running the following script.

python scripts/dataset.py

Start training

If you want to train model with Chainer, just run:

python scripts/train.py chainer

In the case of PyTorch:

python scripts/train.py pytorch

If you want to run train.py with your own settings, please check the options by python scripts/train.py --help and give customized training settings.

Visualize

Visualizing training time, just run:

python scripts/plot_training_time.py "title of graph"

Visualizing inference time, just run:

python scripts/plot_estimating_time.py 10000 "title of graph"

Install

pip install pyflakes pycodestyle
pip install sphinx
pip install -r requirements.txt

deepposecomparison's People

Contributors

ynaka81 avatar

Stargazers

GoAndUp avatar  avatar Kutoha avatar WirSindHiro avatar YuQi avatar Aditya Kumar avatar Tatsuya Hanyu avatar Peiliang avatar  avatar 大野峻典 avatar m avatar Yuya Jeremy Ong avatar Yevgnen avatar

Watchers

 avatar  avatar  avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.