Tomni
=====
Tomni is a python package that contains a collection of helper functions based on OpenCV and NumPy. It can be used for any python based computer vision or image analysis problem. The package simplifies the code and takes care of edge cages, everything from simplifying code like img_dim to compute optimization like labels2contours or illumination correction image processing. Tomni uses the image coordinates (same as OpenCV).
Tomni is created by [CytoSMART](https://cytosmart.com).
The package was developed in-house to centralize the helper function for computer vision problems. In 2021, CytoSMART engineers turned it to open source, enabling researchers and educators to use it for free.
## Getting Tomni
``` cmd
pip install tomni
```
## License
Tomni is free for academic and educational use.
For commercial use please contact [CytoSMART](https://cytosmart.com/contact).
## The name
The name Tomni is a combination of creator (Tom) and other CytoSMART product he was working on, [the Omni](https://cytosmart.com/products/omni). Tomni name was proposed by Denissa Daroţi, a former CytoSMART intern, who won a bet with her mentor by getting a (well deserved) 9/10 for her internship.
## Features
* Bounding box fitting (bbox fitting)
* Center bounding box fit
* Custom location box fit
* Illumination correction
* Brightfield
* Fluorescence
* Contour operations
* Get center
* Approximate circle by area
* Json operation
* Add circularity property
* Scale object
* Translate object
* Make a mask
* Ellipse
* Polygon
* Shape fitting
* Rect around ellipse
* Transformers of data format
* Contours to json
* Ellipse to json
* Json 2 contours
* Json 2 label
* Labels 2 contours
* Labels 2 lists of points
## Credits
Sorted alphabetically
- Coenraad Stijne
- Denisa Daroţi
- Hristo Atanasov
- Jelle van Kerkvoorde
- Kirsten Koopman
- Manon van Erp
- Marina Tzenkova
- Tom de Vries
- Tom Nijhof
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共138个文件
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资源分类:Python库 所属语言:Python 资源全名:tomni-1.10.0.tar.gz 资源来源:官方 安装方法:https://lanzao.blog.csdn.net/article/details/101784059
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Python库 | tomni-1.10.0.tar.gz (138个子文件)
setup.cfg 532B
MANIFEST.in 241B
LICENSE 13KB
README.md 2KB
not-zip-safe 1B
PKG-INFO 19KB
PKG-INFO 19KB
test_make_mask_ellipse.py 14KB
test_img_paste.py 14KB
test_json2mask.py 12KB
test_mask2json.py 9KB
test_crop_json.py 7KB
test_vgg2json.py 7KB
test_summary_json.py 7KB
test_bbox_fitting.py 6KB
test_make_mask_contour.py 6KB
test_mask2bbox.py 5KB
main.py 4KB
test_json2dict.py 4KB
test_rotate_json.py 4KB
test_json2vgg.py 4KB
test_json2labels.py 4KB
main.py 3KB
test_ratio_based.py 3KB
main.py 3KB
test_bbox_fitting_center.py 3KB
main.py 3KB
test_add_area.py 3KB
test_circle_mask.py 3KB
test_absolute_difference.py 2KB
main.py 2KB
test_add_center.py 2KB
main.py 2KB
main.py 2KB
test_translation_json.py 2KB
main.py 2KB
test_fitRectEllipse.py 2KB
main.py 2KB
main.py 2KB
test_scaleResults.py 2KB
main.py 2KB
main.py 2KB
test_check_overlap_bbox.py 2KB
main.py 2KB
main.py 2KB
test_contours2json.py 2KB
main.py 2KB
setup.py 2KB
main.py 1KB
main.py 1KB
test_labels2contours.py 1KB
main.py 1KB
test_add_circularity.py 1KB
test_list_of_points2json.py 1KB
main.py 1KB
main.py 1KB
test_contour2bbox.py 1KB
main.py 1KB
main.py 1KB
test_flip_json.py 1KB
main.py 1KB
main.py 1KB
test_labels2listsOfPoints.py 1KB
test_fluo_tophat.py 953B
main.py 949B
test_imgDim.py 936B
main.py 916B
test_contours2json.py 913B
test_ellipse2json.py 863B
main.py 835B
main.py 820B
main.py 794B
test_get_center.py 780B
main.py 780B
main.py 664B
main.py 651B
main.py 640B
main.py 616B
integration_real_data.py 578B
__init__.py 551B
test_get_approx_circle_by_area.py 537B
main.py 532B
main.py 528B
__init__.py 490B
main.py 430B
main.py 376B
__init__.py 324B
__init__.py 200B
__init__.py 130B
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__init__.py 41B
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