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https://github.com/lakshmankishore/colornameprediction
Built with help of KNN Machine Learning classifier.
https://github.com/lakshmankishore/colornameprediction
flask html-css-javascript knn-algorithm machine-learning-algorithms python uigradients
Last synced: 17 days ago
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Built with help of KNN Machine Learning classifier.
- Host: GitHub
- URL: https://github.com/lakshmankishore/colornameprediction
- Owner: LakshmanKishore
- Created: 2021-08-05T07:43:12.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2024-04-03T16:01:32.000Z (9 months ago)
- Last Synced: 2024-10-24T16:55:56.706Z (2 months ago)
- Topics: flask, html-css-javascript, knn-algorithm, machine-learning-algorithms, python, uigradients
- Language: Jupyter Notebook
- Homepage:
- Size: 1.63 MB
- Stars: 1
- Watchers: 1
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: readme.md
Awesome Lists containing this project
README
# Color Name Prediction
**Color Name Prediction** is a web application that predicts the name of a color when a user clicks on an image. It uses a K-Nearest Neighbors (KNN) algorithm to find the nearest color name based on the RGB value. The dataset contains a diverse set of approximately 865 color names.
## Demo
![Color Name Prediction Demo](./colorName.gif)
## Features
- Click on an image to sample the color.
- The application predicts the color's name based on its RGB value.
- Utilizes a K-Nearest Neighbors algorithm for color name prediction.
- Provides color naming for approximately 865 different shades.
- Offers an interactive and user-friendly interface.
- Learn more about the project in my [blog post](https://lakshman007bff.hashnode.dev/color-name-prediction-a-simple-perfect-guide-to-live-machine-learning-with-knn).You can experience the application in action by watching the [live demo](https://lakshmankishore.github.io/colorNamePrediction/).