Code Monkey home page Code Monkey logo

btda's Introduction

BTDA

implement for paper Rethinking Domain Adaptation Blending target Domain Adaptation by Adversarial Meta Adaptation Network

Requirements

  • python 2.7
  • PyTorch 0.4.1
  • cuda 8.0
  • numpy
  • tqdm
  • visdom
  • PIL
  • argparse
  • sklearn
  • torchvision

download dataset

cd BTDA

bash download_dataset.sh

digit dataset

cd BTDA/Digit

python train.py --source_name mnist --gpu_id 0

office31 dataset

cd BTDA/Office

python alexnet_train.py --dataset_name Office31 --source_name amazon --gpu_id 0

python resnet_train.py --dataset_name Office31 --source_name amazon --gpu_id 0

officeHome dataset

cd BTDA/Office

python alexnet_train.py --dataset_name OfficeHome --source_name A --gpu_id 0

python resnet_train.py --dataset_name OfficeHome --source_name A --gpu_id 0

some result modles

alexnet amazon->webcam,dslr acc:74.6 https://drive.google.com/open?id=1_6KGKGfhNJkOo5j0p154FQKCIavrrrpr

resnet amazon->webcam,dslr acc:90.1 https://drive.google.com/open?id=1UGMjGaaHKQvEAGLGym0R-fQyQIeOkjOa

btda's People

Contributors

zjy526223908 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.