amathislab Goto Github PK
Name: Mathis Group @ EPFL
Type: Organization
Bio: Computational Neuroscience and AI
Location: Geneva
Name: Mathis Group @ EPFL
Type: Organization
Bio: Computational Neuroscience and AI
Location: Geneva
Camera calibration & 3D pose estimation tools for AcinoSet
[ECCV 2024] "Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders"
[ICCV 2023] "Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity"
[eLife 2023] Code for "Contrasting action and posture coding with hierarchical deep neural network models of proprioception"
Workshop material for using DeepLabCut
DLC2Action is an action segmentation package that makes running and tracking of machine learning experiments easy.
Simple vispy-based frame-by-frame behavior annotation GUI. Also can display DeepLabCut poses within videos during annotation.
Various scripts to support deeplabcut...
[NeurIPS 2022] DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body
[CVPR 2024] HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
Evaluation code for the horse-10 dataset!
[NeurIPS 2023] Latent Exploration for Reinforcement Learning
1st Lemanic Hackathon
distributed trainer for LLMs
[NeurIPS 2022] Winning code for the Baoding ball MyoChallenge at NeurIPS 2022
Repository for 2023 myochallenge submissions
MyoSuite is a collection of environments/tasks to be solved by musculoskeletal models simulated with the MuJoCo physics engine and wrapped in the OpenAI gym API.
Coding course materials for Brain-like computation and intelligence
End-to-end trainable model for pose estimation
A Primer on Motion Capture with Deep Learning:Principles, Pitfalls and Perspectives
[Cell 2024]: Code for Task-driven neural network models predict neural dynamics of proprioception by Marin Vargas* and Bisi* et al.
Scene and animal attribute retrieval from camera trap data with domain-adapted vision-language models
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 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.