Skip to content

Project: Analyze the quality of crates with classical image processing techniques using OpenCV.

License

Notifications You must be signed in to change notification settings

harrylal/Bottle-crate-inspection-OpenCV

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

16 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

BOTTLE CRATE INSPECTION USING OPENCV

This project provides a tool to analyze the quality of crates with classical image processing techniques using OpenCV.



image2


image1



Image 2 Image 6 Image 7
Image 9 Image 10 Image 12
Image 14 Image 15 Image 16
Image 13 Image 17 Image 19
Image 8 Image 4 Image 3
Image 20 Image 1 Image 5
Image 11 Image 18


Features

  • Analyzes the quality of a crate based on an image.
  • Outputs the quality of the crate and displays the processed image.

Requirements

  • OpenCV
  • PyYAML

Usage

To use the Crate Quality Analyzer, you need to provide an image of the crate as a command-line argument:

python3 inspect_crate.py <image_path>

This will output the quality of the crate and display the processed image.`

Configuration

The settings for the image processing parameters can be configured in the settings.yaml file.Here you can set parameters for the Canny edge detection, Hough Circle Transform, image dimensions, crate dimensions, template matching, and more.

About

Project: Analyze the quality of crates with classical image processing techniques using OpenCV.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages