n-dimensional transforms

Added support for nd transforms for images, masks, and keypoints
Made Pad and Crop nd
Updated the tests in accordance with the latest pytest (fixtures -> plain functions)
Fixed order of channels in imagenet normalization vector
Fixed mask_5x5 "fixture" shape
Moved constants to package root
Moved requirements to separate files
Added conda environment config for convenient development

Oulu-IMEDS / solt