Official repository for EMGBench, a domain generalization and adaptation machine learning benchmark for EMG gesture recognition (NeurIPS 2024)
☆23Sep 22, 2025Updated last year
Alternatives and similar repositories for emgbench
Users that are interested in emgbench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆22Sep 28, 2023Updated 2 years ago
- ☆80Sep 16, 2026Updated last week
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆18Dec 19, 2023Updated 2 years ago
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆17Oct 29, 2024Updated last year
- Score-based diffusion method for surface electromyograpny signal denoising☆21Jun 3, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆35Sep 26, 2021Updated 4 years ago
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆15Mar 31, 2022Updated 4 years ago
- A helper library to perform essential manipulations on time-series EMG data of NinaPro DB2☆12Mar 21, 2020Updated 6 years ago
- Surface EMG-based Inter-session Gesture Recognition Enhanced by Deep Domain Adaptation☆22Mar 4, 2017Updated 9 years ago
- ☆50Aug 28, 2026Updated 3 weeks ago
- ☆22Apr 27, 2022Updated 4 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆45Mar 19, 2018Updated 8 years ago
- Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks☆11Apr 13, 2020Updated 6 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆51Jan 23, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆32Jan 15, 2025Updated last year
- ☆13Jan 27, 2023Updated 3 years ago
- App to decompose electromyographic signals and manually edit the motor unit pulse trains☆51Apr 24, 2026Updated 5 months ago
- An improved multiscale sample entropy algorithm to extract signal features: "Analysis of fatigue in the biceps brachii by using rapid re…☆13Nov 6, 2023Updated 2 years ago
- This is one of my capstone project for "Biomedical Signal Analysis" course to classifies muscle fatigue using custom CNN and ResNet50 mod…☆17Jul 12, 2024Updated 2 years ago
- This repository contains sEMG Data of 13 subjects recorded with the Myo Armband.☆14Jan 8, 2022Updated 4 years ago
- CVPR 2023 generalist☆16Oct 25, 2023Updated 2 years ago
- ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke☆12Jul 2, 2024Updated 2 years ago
- BERT-based NLP template (+ WandB, Hydra)☆15Oct 27, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆42Jun 8, 2020Updated 6 years ago
- ☆10Nov 30, 2022Updated 3 years ago
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 6 years ago
- Gradient Surgery for Hyperparamer-free Deformable Registration in Cardiac MRI☆18Mar 20, 2024Updated 2 years ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆12Apr 13, 2024Updated 2 years ago
- ☆31Apr 3, 2023Updated 3 years ago
- This repository contains Python code that can be used to build analytics to measure aspects of tremor and bradykinesia in patients with P…☆28Aug 23, 2019Updated 7 years ago
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆23Sep 7, 2021Updated 5 years ago
- ☆12Jul 1, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆25Jan 11, 2023Updated 3 years ago
- Driver package for the SCHUNK SVH Five-Finger-Hand.☆15Oct 18, 2022Updated 3 years ago
- Official implementation for AAAI-26 paper: "Force-Aware 3D Contact Modeling for Stable Grasp Generation"☆17Mar 13, 2026Updated 6 months ago
- [ICLR ML4RS 2025] Official implementation for the paper "Tackling Few-Shot Segmentation in Remote Sensing via Inpainting Diffusion Model"☆17Feb 2, 2026Updated 7 months ago
- ☆10Feb 14, 2023Updated 3 years ago
- Semi-supervised Domain Adaptation of Machine Translation☆12Dec 8, 2022Updated 3 years ago
- ☆12Nov 28, 2022Updated 3 years ago