universome / human-pose Goto Github PK
View Code? Open in Web Editor NEWHuman Pose experiments
Human Pose experiments
Looks like authors have only horizontal flips. We should add horizontal flips and maybe something more interesting
Implement multi-gpu training
Since we do not have a lot of GPUs we could simulate multi-gpu training by using gradient accumulation
Looks like horovod would make Multi-GPU training code cleaner :|
Use SGD with LR scheduling like all others do. And try triangle Adam
This guys won DensePose COCO 2018, they have some not so difficult to implement ideas: https://arxiv.org/abs/1811.12596.
Authors distill the model to get better performance (section 3.4 of the paper)
We definitely should try:
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.