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tf.io.decode_gif

Decode the frame(s) of a GIF-encoded image to a uint8 tensor.

View aliases

Main aliases

tf.image.decode_gif

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.image.decode_gif, tf.compat.v1.io.decode_gif

tf.io.decode_gif(
    contents: Annotated[Any, _atypes.String], name=None
) -> Annotated[Any, _atypes.UInt8]

Used in the notebooks

Used in the tutorials
  • MoveNet: Ultra fast and accurate pose detection model.
  • MoViNet for streaming action recognition

GIF images with frame or transparency compression are not supported. On Linux and MacOS systems, convert animated GIFs from compressed to uncompressed by running:

convert \\(src.gif -coalesce \\)dst.gif

This op also supports decoding JPEGs and PNGs, though it is cleaner to use tf.io.decode_image.

Args
contents A Tensor of type string. 0-D. The GIF-encoded image.
name A name for the operation (optional).
Returns
A Tensor of type uint8.

© 2022 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/io/decode_gif

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