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Evaluation on custom dataset. #140

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rohansaw opened this issue Nov 8, 2024 · 0 comments
Open

Evaluation on custom dataset. #140

rohansaw opened this issue Nov 8, 2024 · 0 comments

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@rohansaw
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rohansaw commented Nov 8, 2024

The Modelzoo toolkit provides a guide for model optimization (https://github.com/hailo-ai/hailo_model_zoo/blob/master/docs/OPTIMIZATION.rst. This includes the evaluation of the accuracy of the full precision and optimized models. However, I was unable to find any information on how to do this for a model trained on a custom dataset (e.g in the YOLO structured format). From an analysis of the codebase, this requires a tfrecord.

Is there any utility to convert a custom dataset to the tfrecord format or can a custom dataset from different formats such as coco/yolo... be directly providded for evaluation?

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