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https://github.com/seeed-studio/sscma-micro
A cross-platform framework that deploys and applies ModelAssistant models to microcontrol devices
https://github.com/seeed-studio/sscma-micro
arduino-library at-cmd esp32 mqtt tensorflow-lite yolo
Last synced: 24 days ago
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A cross-platform framework that deploys and applies ModelAssistant models to microcontrol devices
- Host: GitHub
- URL: https://github.com/seeed-studio/sscma-micro
- Owner: Seeed-Studio
- License: apache-2.0
- Created: 2023-09-20T02:35:02.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-12-04T07:58:12.000Z (24 days ago)
- Last Synced: 2024-12-04T09:15:27.515Z (24 days ago)
- Topics: arduino-library, at-cmd, esp32, mqtt, tensorflow-lite, yolo
- Language: C++
- Homepage: https://seeed-studio.github.io/SSCMA-Micro/
- Size: 4.38 MB
- Stars: 25
- Watchers: 15
- Forks: 13
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# SSCMA-Micro CPP SDK
SSCMA-Micro is a cross-platform machine learning inference framework designed for embedded devices, serving for [Seeed Studio SenseCraft Model Assistant](https://github.com/Seeed-Studio/SSCMA) and providing functionalities such as digital image processing, neural network inferencing, AT command interaction, and more.
## Overview
### Neural Networks
| Object Detection | Classification | Pose Detection | Segmentation | Anomaly Detection |
|---------------------|---------------------|----------------|--------------|-------------------|
| FOMO | IMCLS (MobileNetV2) | PFLD | YOLOv11 Seg | |
| Swift YOLO (YOLOv5) | IMCLS (MobileNetV4) | YOLOv8 Pose | | |
| YOLOv8 | | YOLOv11 Pose | | |
| YOLOv11 | | | | |
| YOLO World | | | | |
| Nidia Det | | | | |
| RTMdet | | | | |
### Model Formats
| TF-Lite | ONNX | Binary Model |
|---------|------|--------------|
| INT8 | | HEF Model |
| UINT8 | | CVI Model |
| UINT16 | | |
| FLOAT32 | | |
### Device Support
| MCUs | SBCs |
|------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------|
| Espressif ESP32S3 EYE | [Hailo AI (Raspberry Pi)](https://www.seeedstudio.com/Raspberry-Pi-Al-HAT-26-TOPS-p-6243.html) |
| [Seeed Studio XIAO (ESP32S3)](https://www.seeedstudio.com/XIAO-ESP32S3-p-5627.html) | |
| [Seeed Studio Grove Vision AI V1](https://www.seeedstudio.com/Grove-Vision-AI-Module-p-5457.html) | |
| [Seeed Studio Grove Vision AI V2](https://www.seeedstudio.com/Grove-Vision-AI-Module-V2-p-5851.html) | |
| [Seeed Studio SenseCAP Watcher](https://www.seeedstudio.com/SenseCAP-Watcher-W1-A-p-5979.html) | |
| [Seeed Studio reCamera](https://www.seeedstudio.com/reCamera-2002-8GB-p-6251.html) | |
## License
This project is released under the [Apache License](LICENSES).