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Image Compression Analysis

This project provides a comprehensive comparison between different image compression algorithms (JPEG, WebP, and PNG) in terms of visual quality and file size.

How to Run

  1. Upload: Upload the my_project.py (or notebook) to Google Colab.
  2. Authentication: Add your Kaggle credentials (KAGGLE_USERNAME and KAGGLE_API_TOKEN) to the Colab "Secrets" tab (the key icon).
  3. Execution: Run all cells to download the dataset, perform compression, and generate performance graphs (PSNR/SSIM vs. bpp).
  4. Interactive UI: Use the integrated Gradio interface to test compression on your own uploaded images.

About

"A Python-based framework to analyze and compare image compression algorithms (JPEG, WebP, PNG) using PSNR, SSIM, and bpp metrics. Includes a Gradio web interface."

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