HomePortfolioImage Optimizer
Tools

Image Optimizer

AI-powered image optimization with Python and TensorFlow

2024
Tools
Visit Live Site

100K+

Images Optimized

70%

Average Size Reduction

2,000+

Daily Users

Project Overview

Image Optimizer is an AI-powered image compression and optimization tool that reduces image file sizes while preserving visual quality. Built with Python and TensorFlow, the platform uses machine learning algorithms to achieve superior compression ratios compared to traditional methods.

The project features batch image processing, smart compression with AI quality assessment, format conversion to next-gen formats, automatic metadata stripping, CDN integration for optimized delivery, and API access for automated workflows.

Technologies Used

Python TensorFlow Flask PIL OpenCV AWS S3 Redis Docker

Key Features

  • AI-powered compression preserving visual quality
  • Batch processing for bulk optimization
  • Next-gen format conversion (WebP, AVIF)
  • Automatic metadata and EXIF removal
  • CDN integration for optimized delivery
  • RESTful API for workflow automation

Results & Impact

Image Optimizer processed 100,000+ images for 2,000+ daily users, achieving 70% average file size reduction without visible quality loss. The tool helped clients reduce page load times by 55% and save 00K+ in bandwidth costs. Platform generated 00K in annual revenue.

Interested in Similar Project?

Let's discuss how I can help bring your vision to life