tiler
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the-lay
N-dimensional NumPy array tiling and merging with overlapping, padding and tapering
I would like to build [nixpkgs](https://github.com/NixOS/nixpkgs) this package using the latest version of setuptools-scm. In addition: 1. setuptools_scm_git_archive does not seem to be used, since there is no .git_archival.txt file...
Heads up that numpy >=1.20.0 doesn't support Python 3.6. `numpy.typing` in [merger.py](https://github.com/the-lay/tiler/blob/master/tiler/merger.py) was introduced in numpy 1.20.0. Tiler has been failing on any Python 3.6 work I try doing. The...
Resolves #20 I have pushed a pretty big rework of Merger and it has three new/updated keywords now (`ignore_channels: bool = False, logits_n: Optional[int] = None, logits_dim: int = 0`)....
**Is your feature request related to a problem? Please describe.** I have been trying to use this library for the inference of TensorFlow binary and multiclass segmentation models. I am...
**Is your feature request related to a problem? Please describe.** Pytorch's API is very numpy-like, but has differences in underlying memory model. It might be interesting to take a look...
**Is your feature request related to a problem? Please describe.** It is unclear how big is Tiler/Merger overhead, both in performance and memory usage. We should also create benchmarking scripts...
**Is your feature request related to a problem? Please describe.** There should be more practical examples on how to use Tiler.
**Is your feature request related to a problem? Please describe.** Windows for patches that are on the edges can be modified as described in [Introducing Hann windows for reducing edge-effects...
**Is your feature request related to a problem? Please describe.** As described in [Vooban/Smoothly-Blend-Image-Patches](https://github.com/Vooban/Smoothly-Blend-Image-Patches), final segmentation quality can significantly improve by blending multiple segmentations of the same patch but rotated/mirrored....
**Is your feature request related to a problem? Please describe.** As a pytorch user, it would be great to have a convenience `TiledDataset` class that subclasses standard pytorch Dataset. **Describe...