dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone.arbitrary_to_ds

KeypointRCNNImageBackbone.arbitrary_to_ds(a: str, idx: int) → list[State][source]

Given a filepath, predict the bounding boxes and key-points of the respective image. Return a State containing all the available information. Because the state is known, the image is not saved in the State, to reduce the space-overhead on the GPU.

Parameters:

  • a – A single path to an image file.

  • idx – The index of the file path within self.data.

Returns:

A list containing one single State that describes zero or more detections of the given image.