Tech Stack
Python
Machine Learning
Computer Vision
Deep Learning
Description
Developed an AI-powered sketch generation system using Generative Adversarial Networks (GANs) to convert photographs into artistic sketches.
Implemented multiple artistic styles including pencil sketches, charcoal drawings, and abstract interpretations with high-quality output generation.
Achieved 92% user satisfaction rating through extensive testing and iterative model improvements, with support for batch processing and real-time generation.
- GAN-based architecture for photo-to-sketch conversion
- Multiple artistic style options (pencil, charcoal, abstract)
- 92% user satisfaction rating from testing feedback
- Real-time sketch generation with optimized inference pipeline
- Batch processing capabilities for multiple image conversion
Page Info
AI Sketch Generation Demo
Real-time demonstration of AI-powered sketch generation using RNN models to convert drawings into artistic sketches.
