xiaohua-chen / risda Goto Github PK
View Code? Open in Web Editor NEWCode for: Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification
Code for: Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification
I really appreciate your work and am grateful for your open-sourcing of the code.
I was able to successfully reproduce the experimental results on CIFAR100-LT using your code, but I was wondering if you could update the code for the larger datasets, ImageNet-LT and iNaturalist.
I download code in your repository and read it carefully and thoroughly.
I notice that the code keeps the manual random seed the same and sets cudnn.deterministic True. All of this makes sure the result is asthe same as you report in the paper. Specifically, when Imbalance Factor is 20, the result is 41.33.
However, according to the code, 41.33 is calculated as accuracy rate, while in your paper, 41.33 is reported as error rate. The 2 metrics are opposite aspect of an algo, which makes me puzzled.
Could you give an explanation?
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
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.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.