Performance Issues with Pooling Functions for uint8 Arrays
Performance Issues with Pooling Functions for uint8 Arrays: a task in LegoFlow-SWE (Harbor dataset). The pooling functions max pool , min pool , avg pool , and median pool in imgaug are much slower than they could be when operating on uint8 arrays. This affects any user applying these operations…
The task
The pooling functions `max_pool`, `min_pool`, `avg_pool`, and `median_pool` in `imgaug` are much slower than they could be when operating on `uint8` arrays. This affects any user applying these operations, especially the `MaxPooling` and `MinPooling` augmenters which internally call `max_pool` and `min_pool`.
Part of Lego-X/LegoFlow-SWE.