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Looking for custom models for the TPU #4

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ChrisMaunder opened this issue Nov 22, 2024 · 1 comment
Open

Looking for custom models for the TPU #4

ChrisMaunder opened this issue Nov 22, 2024 · 1 comment
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enhancement New feature or request

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@ChrisMaunder
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Oft-requested. If anyone has any, let us know.

@ChrisMaunder ChrisMaunder added the enhancement New feature or request label Nov 22, 2024
@finnaGIT
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finnaGIT commented Dec 24, 2024

i've found @MikeLud ipcam-general. interestingly it's listed in a comment in the options.py file.

however i can't get it to work. specifically, cpai returns labels that are not part of the ipcam-general.yaml values of ['','person','vehicle'] when calling the API at v1/vision/custom/ipcam-general. (i'll see other values such as bed , fire hydrant, etc.

i've tried storing the model in both /modules/ObjectDetectionCoral/assets/ as ipcam-general.tflite, as well as in a mkdir /modules/ObjectDetectionCoral/custom-models consistent with the documentation here. i've also included the `ipcam-general.yaml' in case yolov8 is looking for a label map/classes, to no avail.

running in docker LXC, PCIE Multi-TPU, and CPAI does detect both TPUs successfully. (the docker daemon has successful passthrough of the TPUs as confirmed by successful inference in Frigate.)

any advice is much appreciated!

appreciate all of the community support in keeping this project alive.

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