Known limitations and important notes
As of September 2020
- No TensorFlow integration
- Currently only supports ImageNet
- Unknown effect on model accuracy of transcoding from various JPEG formats to
H.265
- High resolution images stored in the
bzna_input track of the input samples are currently
not available through the
Dataloader. Their varying size prevent
them from being decoded using a single hardware decoder configuration. The
selected solution is to represent the images in the HEIF format which will be
completed in future development.
- It is currently not possible to compose transformations like you can with
torchvision.transforms.Compose but
SimilarityTransform should cover most
of the necessary images transformations.