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SenseCraft Model Assistant releases v2.0.0rc3

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@LynnL4 LynnL4 released this 21 Aug 10:51
· 176 commits to main since this release

Person Detection

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