The generalization threshold for Iterative Patch Selection on low object-to-image-ratio images depends on training set size and task, and smaller patches relative to the object improve low-data accuracy.
(2019, Decem- ber)
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On the Generalizability of Iterative Patch Selection for Memory-Efficient High-Resolution Image Classification
The generalization threshold for Iterative Patch Selection on low object-to-image-ratio images depends on training set size and task, and smaller patches relative to the object improve low-data accuracy.