How to do OCR with Yolov11 on Hailo8 Raspberry pi 5?

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Hello mates. So i’ve managed to convert my “.pt” yolov11 model to “onnx”, and the to “.hef” by following the documentations.

now i want to be able to have a function where i can send an image and do OCR on it, much like what i’ve been doing with my old script with “.pt” model. How can i achieve this? i’ve been looking a lot, but i got nothing, and the examples aren’t easy to understand.

I’ve been seeing a lot of tutorial where people would use a camera, but i dont have one, thats one of the reasons i want to have a function where i can just input an image.
Any help would be appreciated.

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Hi @Claver_Barreto
We developed a python package called PySDK that simplifies development of such applications: Simplifying Edge AI Development with DeGirum PySDK and Hailo. For getting yolo-type detection models to work you can follow our guide at: User Guide 3: Simplifying Object Detection on a Hailo Device Using DeGirum PySDK

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Hello mate, thank you for your answer, i’ve used quite the pysdk, and it makes it really easy to use hailo. Recently i’ve been trying to do my inferences without PySDK so i can have deeper understanding of hailo, thats all.

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