https://github.com/akutazehy/crackdetection-utils-for-python

This repository contains some SIMPLE modules for Crack Detection and Semantic Segmentation.
https://github.com/akutazehy/crackdetection-utils-for-python

crack-detection python3 utilstools

Last synced: 9 months ago
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This repository contains some SIMPLE modules for Crack Detection and Semantic Segmentation.

• Host: GitHub
• URL: https://github.com/akutazehy/crackdetection-utils-for-python
• Owner: AkutaZehy
• License: mit
• Archived: true
• Created: 2024-03-19T08:17:06.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-04-15T13:52:17.000Z (about 2 years ago)
• Last Synced: 2025-01-20T16:35:19.312Z (over 1 year ago)
• Topics: crack-detection, python3, utilstools
• Language: Python
• Homepage:
• Size: 42.7 MB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# CrackDetection-Utils-for-Python

[简体中文](docs/README_ZH.md) · [English](docs/README_EN.md)

This repository contains some simple modules for Crack Detection and Semantic Segmentation, mainly using Window 11 + Conda virtual environment. 

The environment configuration is [here](#config).

----

## Structure

```python

/crack_detection_util

    /image_util.py

        class MyImage

        class ChunkAndMerge

    /evaluate_util.py

        class Evaluator

```

Refer to [usage](USAGE.md) for package usage.

----



## Environment Configuration

The environment configuration of modules is listed below, including system environment and python module dependencies. 

**Generally**, even when the versions of referred python modules are different, the program is able to run normally.

```js

Python version: 3.10.13

OS: Windows

opencv-contrib-python-headless==4.9.0.80

opencv-python-headless==4.9.0.80

numpy==1.23.5

pandas==2.2.1

Pillow==9.5.0 (important)

torch==1.13.1+cu116

torch-tb-profiler==0.4.3

torchaudio==0.13.1+cu116

torchvision==0.14.1+cu116

tensorboard==2.15.2

tensorboard-data-server==0.7.2

tensorflow==2.15.0

tensorflow-estimator==2.15.0

tensorflow-intel==2.15.0

tensorflow-io-gcs-filesystem==0.31.0

```

Using a higher version of the Pillow module may cause errors in the use of the pycocotools module. It is recommended to install 9.5.0 version.

Check [this file](docs/FULLLIST.md) if any critical module is missing.