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tf.image.sobel_edges

tf.image.sobel_edges(image)

Defined in tensorflow/python/ops/image_ops_impl.py.

Returns a tensor holding Sobel edge maps.

Arguments:

  • image: Image tensor with shape [batch_size, h, w, d] and type float32 or float64. The image(s) must be 2x2 or larger.

Returns:

Tensor holding edge maps for each channel. Returns a tensor with shape [batch_size, h, w, d, 2] where the last two dimensions hold [[dy[0], dx[0]], [dy[1], dx[1]], ..., [dy[d-1], dx[d-1]]] calculated using the Sobel filter.