DISCO: accurate Discrete Scale Convolutions

Understand

Scale is often seen as a given, disturbing factor in many vision tasks.

• When doing so it is one of the factors why we need more data during learning.
• In recent work scale equivariance was added to convolutional neural networks.
• It was shown to be effective for a range of tasks.