Tools for evaluating predictions on Simple-ITK Images
Project description
Segmentation_Evaluation_Tools
There are a set of tools for creating quantitative comparison metrics based on ground truth and prediction SITK Image handles
Installation
pip install SegmentationEvaluationTools
Usage
from SegmentationEvaluationTools.SIKOverlapTools import calculate_overlap_measures, determine_sensitivity,
determine_false_positive_rate_and_false_volume, sitk
truth_handle_base = sitk.ReadImage(image_path)
prediction_handle_base = sitk.ReadImage(prediction_path)
overlap_measures = calculate_overlap_measures(prediction_handle_base, truth_handle_base, measure_as_multiple_sites=False, perform_distance_measures=False)
fp_measures = determine_false_positive_rate_and_false_volume(prediction_handle_base, truth_handle_base)
sensitivity_measures = deteremine_sensitivity(prediction_handle=prediction_handle_base, truth_handle_base)
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file SegmentationEvaluationTools-0.0.9.tar.gz.
File metadata
- Download URL: SegmentationEvaluationTools-0.0.9.tar.gz
- Upload date:
- Size: 5.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.24.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.6.5
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
930057ae1c220bd878ab2aa6f0d01aa9ee56639be62c91c5c2cd9c6abb093231
|
|
| MD5 |
7a10624634bc07dc2513d5f9391f7773
|
|
| BLAKE2b-256 |
08db94534b62513f0fcda98c6df9fdb4594adb90b18f2413d4fe5d7310570ac3
|
File details
Details for the file SegmentationEvaluationTools-0.0.9-py3-none-any.whl.
File metadata
- Download URL: SegmentationEvaluationTools-0.0.9-py3-none-any.whl
- Upload date:
- Size: 18.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.24.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.6.5
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
0c6b994983a0adc2430e2022625aa17532e4a99600e9235699d234c94ab6365d
|
|
| MD5 |
35237d601a58b15471c5b8b95ed8d297
|
|
| BLAKE2b-256 |
82863025bf9aedf49aaa61bfd190463c9fda40086970b74f5017d0612651ec8e
|
