https://github.com/anoff/aind-opencv

Notebook to follow alongs udacity AI nanodegree on computer vision with opencv
https://github.com/anoff/aind-opencv

computer-vision javascript jupyter opencv

Last synced: 2 months ago
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Notebook to follow alongs udacity AI nanodegree on computer vision with opencv

• Host: GitHub
• URL: https://github.com/anoff/aind-opencv
• Owner: anoff
• Created: 2018-05-06T16:20:07.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2018-05-08T19:30:23.000Z (about 8 years ago)
• Last Synced: 2025-03-23T06:44:43.336Z (over 1 year ago)
• Topics: computer-vision, javascript, jupyter, opencv
• Language: Jupyter Notebook
• Size: 22.5 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

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README

          
# opencv playground 📷 🎮

> a few examples on image preprocessing using opencv

## Installation

```sh

# create conda environment

conda create --name opencv --file package-list.txt

```

## Usage

```sh

# source conda env

source activate opencv

# start jupyter

jupyter notebook

```

or just look at the notebooks

## Content

[preprocessing](preprocessing.ipynb)

- mask an image based on color channels

- transform / warp an image to align text

- edge detection

- smoothing / blurring

[image-segmentation](image-segmentation.ipynb)

- contour detection

- detecting the orientation of an object

- line detection using hough space

- k means clustering on pixel colors

## Attribution

Images used are licensed under creative commons, see the exact license for each image and their origin in the notebooks