GithubHelp home page GithubHelp logo

kentaroy47 / efficientdet.pytorch Goto Github PK

View Code? Open in Web Editor NEW
60.0 8.0 16.0 45.42 MB

:neckbeard:Unofficial implementation of EfficientDet

License: MIT License

Python 3.41% Jupyter Notebook 96.40% Shell 0.01% Cuda 0.18% C 0.01%
efficientdet pytorch apex retinanet ssd

efficientdet.pytorch's Introduction

Now training models..

backbone resolution VOCmAP COCOmAP Inference[ms] model
EfficientnetB0(wo/BiFPN) 512 77.0 TBD
EfficientnetB0(w/BiFPN) 512 77.2 TBD
EfficientnetB2(wo/BiFPN) 768 TBD TBD
EfficientnetB2(w/BiFPN) 768 TBD TBD
EfficientnetB4(wo/BiFPN) 1024 TBD TBD
EfficientnetB4(w/BiFPN) 1024 TBD TBD
EfficientnetB6(wo/BiFPN) 1408 TBD TBD
EfficientnetB6(w/BiFPN) 1408 TBD TBD

efficientdet.pytorch

unofficial implementation of efficientdet

  • supported efficientnet backbone (B0 for now)
  • supported resnet backbone.
  • supports BiFPN.
  • supports VOC and COCO training.

requirements

pip install --upgrade efficientnet-pytorch

PASCAL-VOC training

  • see train_efficientdet.ipynb
  • see eval.ipynb for evaluation

COCO training

  • see train_efficientdet.ipynb and configure MS-COCO dataset.

FP16 training

  • see train_fp16_apex.ipynb

configs

perf

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.