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https://github.com/cityisbetter/edge-detection

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Host: GitHub
URL: https://github.com/cityisbetter/edge-detection
Owner: CityIsBetter
Created: 2024-06-07T13:34:47.000Z (7 months ago)
Default Branch: main
Last Pushed: 2024-06-07T14:46:00.000Z (7 months ago)
Last Synced: 2024-06-07T16:16:40.517Z (7 months ago)
Language: Jupyter Notebook
Size: 857 KB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

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README

# Edge Detection

Edge Detection using convolution encoder and decoder

# Screenshots

![screenshot of this game](https://i.imgur.com/CMU69mM.png)
![screenshot of this game](https://i.imgur.com/ibxP6Hd.png)

# Installation
- clone this repo and run the main.ipynb

#Algorithm

Theres 5 main steps in Canny Edge Detection Algorithm using Convolution encoder and decoder
1. Noise Reduction
2. Gradient Calculation
3. Non-maximum supression
4. Double Threshold
5. Edge Tracking by Hysteresis

## Contributing

Pull requests are welcome. For major changes, please open an issue first
to discuss what you would like to change.

Please make sure to update tests as appropriate.

## References
https://towardsdatascience.com/canny-edge-detection-step-by-step-in-python-computer-vision-b49c3a2d8123
https://github.com/FienSoP/canny_edge_detector
https://github.com/naman14310/Edge_Detector_using_CNN_from_Scratch
https://github.com/HimashiRathnayake/Canny-Edge-Detector
https://tonio73.github.io/data-science/cnn/CnnEdgeDetection-Keras-Part1.html
https://datahacker.rs/edge-detection/