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How does it use on Object Detection dataset? #59

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monoloxo opened this issue Nov 11, 2020 · 2 comments
Open

How does it use on Object Detection dataset? #59

monoloxo opened this issue Nov 11, 2020 · 2 comments
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@monoloxo
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@monoloxo monoloxo added the enhancement New feature or request label Nov 11, 2020
@monoloxo
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monoloxo commented Nov 11, 2020

Object Detection dataset not this structure:

image_dir/ <dataset split>/ <label>/ <image

so,does it also work on object detection dataset?

@cfezequiel
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@monoloxo The default schema used by the tool is intended for an image classification dataset. But you should be able to repurpose it to generate TFRecord files for object detection. You can use the Flexible Schema to specify the fields that would contain the bounding boxes in addition to the image/label/split info, e.g.

split, image_uri, label, x0, y0, x1, y1, ...

You would also need to create the input CSV/DataFrame for TFRecorder that contains the necessary information.

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