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TAO API - TIFF imagery format for object detection

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Hi,

For TAO API, do the TAO object detection models support training / inference on GeoTIFF images?

We’ve been following this notebook which indicates JPG and PNG images.

After deploying TAO API to an EKS cluster, I’ve constructed a KITTI PNG format dataset (train, val, images, labels), successfully uploaded it to the TAO server, run TFrecords conversion, and then various TAO YOLOv4 experiment actions (train, export, etc.).

But my question is:

  • Can the same be done with GeoTIFFs? are there TAO API examples I can refer to?
  • What changes / considerations are needed for this vs. the standard JPG and PNG imagery format?

Thank you!

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