EdgeLab got a optimized visualization tool for inference, model training and export command-line interface has refactored, also GitHub Actions CI integration is supported now. Please stay turned for upcoming Web tools and C++ SDK for model deployment on edge computing devices.
Highlights
- EdgeLab Model Zoo, which provides some pre-trained models for different kinds of tasks with detailed benchmark information.
- Optimized inference and visualization tool for easy testing and evaluation your trained models on PCs.
- Anomaly detection for gyroscope sensors (Experimental).
New features
- Optimized and refactored the command-line interfaces for model training, export and inference.
- Added CI (GitHub Actions), it is welcome to submit PRs to us.
- Cleaned up redundant code, lots of issues got fixed.
Coming soon
- EdgeLab Web Tools will provide a quick and interactive interface for deploying models to MCUs using browser.
- EdgeLab C++ SDK will deliver a unified and easy-to-use API for rapid deployment of models to edge computing devices (MCUs, SBCs).
- EdgeLab Model Zoo will add more pre-trained models continuously and EdgeLab documentation will be revised accordingly.
Changelog
- Changes between previous release and this release: v2.0.0rc2 - v2.0.0rc3.
- Changes since this release: v2.0.0rc3 - dev.