Stm32n657-dk board with Zoo models

[Kumar123]

Dear Team

How can I implement Zoo models on the STM32N657-DK board?

[Kumar123]

Hi Avburmel

I have taken the object detection application in STM32CubeIDE. How and where should I change the model?

[avburmel]

Model is in C sources you generated before from .tflite or other format file.
Diffrent model - different sources with different classes, but business logic is the same.

[Kumar123]

Hi Avburmel

https://teachablemachine.withgoogle.com/ 

This link contains only image, audio, and pose datasets, but I want to set up my own dataset for object detection. How can I generate a TFLite model?

[Kumar123]

Hi Avburmel

Please kindly respond.

[avburmel]

Hello. I haven't tried working with object detection examples, but I assume the algorithm should be similar to image classification. Set up the dataset, configure user_config.yaml and run the script.

[Kumar123]

Hi Avburmel

I am not using a Python script. I am trying to run it on STM32CubeIDE. How can I develop a dataset for object detection and migrate this dataset to STM32CubeIDE? In the object detection application code, how can I implement it and replace the default dataset with my own dataset?

[avburmel]

Hi.
CubeIDE has no direct relation to the dataset. The dataset can be placed in the paths specified in the script and used to train the model. Alternatively, you can obtain the model in any other way. After that, the model needs to be converted into C source code, and then the generated code is inserted into the project for CubeIDE.