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Update Object Detection Image.rst #47

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8 changes: 3 additions & 5 deletions .../ameba_pro2/amb82-mini/Example_Guides/Neural Network/Object Detection Image.rst
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Expand Up @@ -23,16 +23,14 @@ Open Object Detection Image example in "File" -> "Examples" -> "AmebaNN" -> "Obj

Select Neural Network (NN) task and models using modelSelect() function highlighted in yellow. This function takes 4 arguments: Neural Network task, Object Detection model, Face Detection model and Face Recognition model. Replace with “NA_MODEL” if they are not necessary for your selected Neural Network task. Note that it is mandatory to call modelSelect() function before calling the begin() function.

Valid Neural Network task: ``OBJECT_DETECTION``, ``FACE_DETECTION``, ``FACE_RECOGNITION``
Valid Neural Network task: ``OBJECT_DETECTION``

| Valid Object Detection model:
| YOLOv3 model: ``DEFAULT_YOLOV3TINY``, ``CUSTOMIZED_YOLOV3TINY``
| YOLOv4 model: ``DEFAULT_YOLOV4TINY``, ``CUSTOMIZED_YOLOV4TINY``
| YOLOv7 model: ``DEFAULT_YOLOV7TINY``, ``CUSTOMIZED_YOLOV7TINY``
| Valid Face Detection model: ``DEFAULT_SCRFD``, ``CUSTOMIZED_SCRFD``
| Valid Face Recognition model: ``DEFAULT_MOBILEFACENET``, ``CUSTOMIZED_MOBILEFACENET``

Choose the customized option (e.g., ``CUSTOMIZED_YOLOV4TINY``/ ``CUSTOMIZED_SCRFD``/ ``CUSTOMIZED_MOBILEFACENET``) if you would like to use your own NN model. To learn about the process of converting an AI model, refer to https://www.amebaiot.com/en/amebapro2-ai-convert-model/ .
Choose the customized option (e.g., ``CUSTOMIZED_YOLOV4TINY``/ ``CUSTOMIZED_YOLOV7TINY``) if you would like to use your own NN model. To learn about the process of converting an AI model, refer to https://www.amebaiot.com/en/amebapro2-ai-convert-model/ .

Additionally, refer to https://www.amebaiot.com/en/amebapro2-apply-ai-model-docs/ to understand how to install and use the converted model.

Expand All @@ -43,7 +41,7 @@ Additionally, refer to https://www.amebaiot.com/en/amebapro2-apply-ai-model-docs
under ~/NeuralNetwork/Yolov7_reparam_scripts.

Command to run is:
``python reparam_yolov7-tiny.py –weights weights/best.pt –custom_yaml custom/yolov7-tiny-deploy.yaml –output best_reparam.pt``
``python reparam_yolov7-tiny.py -weights weights/best.pt -custom_yaml custom/yolov7-tiny-deploy.yaml -output best_reparam.pt``

Next, create a text file named "image_list.txt" or rename it as you wish.

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