ruotianluo / adaptis.pytorch Goto Github PK

View Code? Open in Web Editor NEW

This project forked from samsunglabs/adaptis

4.0 4.0 2.0 5.54 MB

[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829

License: Mozilla Public License 2.0

Python 10.17% Makefile 0.01% Jupyter Notebook 89.82%

adaptis.pytorch's People

Stargazers

Watchers

Forkers

wx-b yangsenwxy

adaptis.pytorch's Issues

pretrainded resnet weights does not exists anymore

wget https://hangzh.s3.amazonaws.com/encoding/models/resnet50s-a75c83cf.zip
unzip resnet50s-a75c83cf.zip

This link is not valid anymore, if anyone still has the link with these weights please share it.

AttributeError: module 'gluoncvth' has no attribute 'models'

I am not sure why models are not found. I have installed the latest version of gluoncv-torch.
Do I have to make additional dependency installations?

Cityscapes result

With 4gpus, batch size 8 (I can only fit 6 in 2 11g gpus), and the default training scheme (if I implement it correctly which I think I do).

This is the performance. Still far from the paper.

          |     PQ      SQ      RQ     N
--------------------------------------
All       |  53.14   79.07   65.69    19
Things    |  40.37   77.57   51.92     8
Stuff     |  62.43   80.16   75.70    11

https://drive.google.com/open?id=1C_95y2bYHuo3Y8RXUkaIP5UsZlzsicVr

Recommend Projects

React

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

Vue.js

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

Typescript

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

TensorFlow

An Open Source Machine Learning Framework for Everyone

Django

The Web framework for perfectionists with deadlines.

Laravel

A PHP framework for web artisans

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.

Visualization

Some thing interesting about visualization, use data art

Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

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

Microsoft

Open source projects and samples from Microsoft.

Google

Google ❤️ Open Source for everyone.

Alibaba

Alibaba Open Source for everyone

D3

Data-Driven Documents codes.

Tencent

China tencent open source team.