tf.raw_ops.DecodeImage

Function for decode_bmp, decode_gif, decode_jpeg, decode_jxl, decode_webp, and decode_png.

tf.raw_ops.DecodeImage(
    contents,
    channels=0,
    dtype=tf.dtypes.uint8,
    expand_animations=True,
    name=None
)

Detects whether an image is a BMP, GIF, JPEG, JPEG XL, WebP, or PNG, and performs the appropriate operation to convert the input bytes string into a Tensor of type dtype.

contents A Tensor of type string. 0-D. The encoded image bytes.
channels An optional int. Defaults to 0. Number of color channels for the decoded image.
dtype An optional tf.DType from: tf.uint8, tf.uint16, tf.float32. Defaults to tf.uint8. The desired DType of the returned Tensor.
expand_animations An optional bool. Defaults to True. Controls the output shape of the returned op. If True, the returned op will produce a 3-D tensor for PNG, JPEG, JPEG XL, and BMP files; and a 4-D tensor for all GIFs and WebP images, whether animated or not. If, False, the returned op will produce a 3-D tensor for all file types and will truncate animated images to the first frame.
name A name for the operation (optional).

A Tensor of type dtype.