AMB82 AI Model Conversion
Note
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Refer to the following table for online conversion supported models currently.
| Models | Basic functions | Requires files |
| yolov3-tiny, darknet | Object Detection | “.cfg”, “.weights” |
| yolov4-tiny, darknet | Object Detection | “.cfg”, “.weights” |
| yolov7-tiny, darknet | Object Detection | “.cfg”, “.weights” |
| yolov7-tiny, pytorch | Object Detection | “.pt” |
| scrfd/mobilefacenet | Face Detection & Recognition | “.pt” or “.onnx” |
| yamnet | Sound Classification | “.h5” |
| CNN Gray/RGB | Image Classification | “.h5” or “.onnx” |
The quantize images are optional for uploading that up to 10.
For CNN Gray/RGB, please refer to the following instructions to get correct converted models.
- When training model: supported tensorflow version up to 2.14.1
- When saving model: set flag as “include_optimizer=False”
After AI Model Conversion, there will be download link send out by email.
For more information, please refer to the Customized AI model Installation Guide at https://www.amebaiot.com/en/ameba-arduino-summary/.
Please refer to AMB82 MobileFaceNet Convert To ONNX at https://www.amebaiot.com/en/amebapro2-mobilefacenet-convert-to-onnx/.
Please refer to AMB82 SCRFD Convert To ONNX at https://www.amebaiot.com/en/amebapro2-scrfd-convert-to-onnx/.
Please refer to AMB82 Yolov7-Tiny for Pytorch version, the official site at https://github.com/WongKinYiu/yolov7.
For more information, please refer to the Customized AI model Installation Guide at https://www.amebaiot.com/en/ameba-arduino-summary/.
Please refer to AMB82 MobileFaceNet Convert To ONNX at https://www.amebaiot.com/en/amebapro2-mobilefacenet-convert-to-onnx/.
Please refer to AMB82 SCRFD Convert To ONNX at https://www.amebaiot.com/en/amebapro2-scrfd-convert-to-onnx/.
Please refer to AMB82 Yolov7-Tiny for Pytorch version, the official site at https://github.com/WongKinYiu/yolov7.
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