https://github.com/lakshmankishore/imagecompression

Image compression web app built with help of PCA (ML algorithm).
https://github.com/lakshmankishore/imagecompression

bootstrap flask html-css-javascript ml-pca sklearn ui-gradient

Last synced: 2 days ago
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Image compression web app built with help of PCA (ML algorithm).

• Host: GitHub
• URL: https://github.com/lakshmankishore/imagecompression
• Owner: LakshmanKishore
• Created: 2021-10-16T17:08:19.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2021-11-07T12:24:37.000Z (almost 3 years ago)
• Last Synced: 2023-08-26T18:39:59.536Z (about 1 year ago)
• Topics: bootstrap, flask, html-css-javascript, ml-pca, sklearn, ui-gradient
• Language: Jupyter Notebook
• Homepage:
• Size: 722 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        

# Image Compression

An end to end ML project.

I have used PCA(an unsupervised algorithm) to compress the image.

It takes the image from user and gives a compressed image.

## Tech Stack

**Client:** HTML,CSS,Bootstrap

**Server:** Flask

  

## Run Locally

Clone the project

```bash

  git clone https://github.com/LakshmanKishore/imageCompression.git

```

Go to the project directory

```bash

  cd my-project

```

Install dependencies

```bash

  pip install -r requirements.txt

```

Start the server

```bash

  python app.py

```

  

## Lessons Learned

I was able to learn more about PCA.

I was able to link the PCA to HTML with the help of flask.

I learnt more about linking the images with flask and HTML.

Learnt about adding a spinner(Loading symbol) in the web.

## Related

Here are some related projects

* [Color Name Prediction](https://github.com/LakshmanKishore/colorNamePrediction)

* [Loan Prediction](https://github.com/LakshmanKishore/loanPrediction)

* [Iris Classification](https://github.com/LakshmanKishore/irisClassification)

## You can watch the code live [here](https://lakshman-image.herokuapp.com/)