LakshmanKishore / imageCompression

Image compression web app built with help of PCA (ML algorithm).

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

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

Go to the project directory

  cd my-project

Install dependencies

  pip install -r requirements.txt

Start the server

  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

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• Loan Prediction
• Iris Classification

You can watch the code live here