Git Product home page Git Product logo

mgeediting's Introduction

MgeEditing

MgeEditing is an open source image and video editing toolbox based on MegEngine.

特性

  • 模块化设计(utils, models, datasets, runner, optimizer, hook), 使用注册器进行管理，结构简单明了
  • 支持多卡train、test，效率高（多卡test需要用户清楚dataloader的过程，适情况而定）
  • 丰富的小工具，包括多进程管理的logger、average pool、可视化等
  • 教程丰富，适合初学者入门也适合有一定基础的同学进阶
  • 采用国产框架MegEngine，可以近距离接触开发者 doge

model zoo

restorers

model paper appear
basicVSR https://arxiv.org/abs/2012.02181 CVPR2021

synthesizers

model paper appear illustration
STTN https://arxiv.org/abs/2007.10247 ECCV2020 still refining

MOT(multi objects tracking)

model paper appear illustration
centertrack http://arxiv.org/abs/2004.01177 ECCV2020 still refining

TODO

High

  • 设置训练过程的seed，使得整个过程完全可复现
  • 优化train/test的流程,在test时不需要optimizer的设置

Mid

  • 增加统计FLOPS的代码

Low

  • 整理utils，分包
  • 支持多机多卡(train)

说明

  • 整体框架借鉴自mmediting

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.