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Image Batching on Upload #3

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CodyRichter opened this issue Mar 17, 2021 · 0 comments
Open

Image Batching on Upload #3

CodyRichter opened this issue Mar 17, 2021 · 0 comments
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Predictions Relating to Predictions on Trained Models Server Relating to FastAPI Backend Server

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@CodyRichter
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Currently, models are fed data image-by-image. This is not efficient, and ideally they will be able to take a batch of images at one time to create predictions.

Determine how to enable image batching, and create a NEW endpoint that will be able to batch upload images at /model/batch_predict.

Do not worry about compatibility with existing micro-services, as they can be updated later to fit this new pattern and the old endpoint still exists.
@CodyRichter CodyRichter added Server Relating to FastAPI Backend Server Predictions Relating to Predictions on Trained Models labels Mar 17, 2021
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