DeepTile
Large image tiling and stitching library for scaling Python functions to arbitrary input image sizes.
General
DeepTile provides a standardized workflow for splitting large images into tiles of a specified size, processing tiles using regular Python functions, and stitching the processed tiles. DeepTile supports batch processing specifically designed for deep learning algorithms, featuring automatic padding and mini-batch generation.
Installation
Install DeepTile from PyPI.
pip install deeptile
Usage
See notebooks for examples of DeepTile usage for both TIFF and ND2 files.
1 maintainer
Metadata
1 maintainer
Release files for DeepTile 2.0.10
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| deeptile-2.0.10.tar.gz | 22.3 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| deeptile-2.0.10-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 49.4 kB
Release files / deeptile-2.0.10.tar.gz
| Download URL | deeptile-2.0.10.tar.gz |
|---|---|
| Size | 22.3 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/6.2.0 CPython/3.10.14
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Release files / deeptile-2.0.10-py3-none-any.whl
| Download URL | deeptile-2.0.10-py3-none-any.whl |
|---|---|
| Size | 27.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.10.14
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