Description
The Image Cartoonifier is an interactive image-processing tool that turns photos into cartoon-style images with a real-time AI filter. Using OpenCV and Streamlit, the app processes images by applying:
✅ Grayscale Conversion – Converts the image into a black-and-white format.
✅ Edge Detection – Highlights the major outlines of the image using adaptive thresholding.
✅ Bilateral Filtering – Smooths colors while maintaining sharp edges for a cartoonish effect.
✅ Real-Time Preview – Upload an image and instantly view the original vs. cartoonified version side by side.
This project is ideal for:
🎨 Graphic Designers & Artists – Convert photos into cartoon-style portraits.
📷 Content Creators – Generate unique social media content effortlessly.
📚 AI & ML Enthusiasts – Learn image processing techniques with OpenCV.
🚀 Python Developers – Use Streamlit to create real-time AI applications.
Key Features:
✔ One-Click Cartoon Conversion – Upload an image and get a cartoonified version instantly.
✔ AI-Powered Edge Detection – Uses adaptive thresholding to create smooth edges.
✔ Bilateral Filtering for Artistic Effects – Maintains sharp edges while smoothing colors.
✔ Supports JPG & PNG Formats – Works with high-resolution images.
✔ Lightweight & Fast Processing – Real-time AI transformation with minimal latency.
✔ Beginner-Friendly & Open Source – Modify or extend it with additional artistic effects.
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