Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)
License: MIT License
Hi Thanks for writing this repo
I came across an error when installing the requirement list.
it says ERROR: No matching distribution found for meta-dataset==0.2.0
Hello, when I decompressed the pretrained file package, the compressed file was damaged. If it is convenient for you, could you please send it again? Thank you very much!!
Very great work! I am interested in your results on mini/tiered-ImageNet datasets. Can you share some instructions for training and testing mini/tiered-ImageNet datasets? Thank you.
I did a test following the instructions on mini/tiered Imagenet, I got some results on 1-shot setting,
miniImageNet: 80+/- 0.89
tieredImageNet: 86.2 +/- 0.79
For mini, it is a bit worse than the reported results (82.16), but tiered is much better (78.29).
Could you help to check these results, does it make sense?
Thanks.
when I trained the simple-cnaps model, how to use the model to predict the new dataset?
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
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.
