Soumik43 / SouMinify

This is an Image compressor which uses algorithms like Huffman tree, Quantization, DCT inorder to compress images.

SouMinify - Image compression algorithm

Look at the live working website right here - SouMinify - Image Compression

This is an Image compressor that uses algorithms like Huffman tree, Quantization, and DCT which are also used in Whatsapp image compression, in order to compress images.

The images that are compressed are stored in the cloud, here Firebase storage has been used for storing the images.

Run Locally

Clone the project

  git clone https://github.com/Soumik43/Image-Jpeg-Compression

Go to the project directory

  cd image-jpeg-compression

Install requirements text file

  pip install -r requirements.txt

Create a new Firebase project and create a Web app, download the JSON file given, name it serviceAccountKey.json, and paste it into your folder directory.

  image-jpeg-compression/serviceAccountKey.json

Create a storage bucket in your Firebase console, get the link to the storage (exclude the gs:// from the link), and use it in the app.py file.

  Paste your link like given below in file app.py
  
  initialize_app(cred, {
        'storageBucket': '{Your link to the firebase storage}'
    })

Start the streamlit server

  streamlit run app.py

In order to change the limit of the upload size in streamlit while image selection, you can change this in the .streamlit/config.toml file.

  [server]
  maxUploadSize = {Your upload limit size}