Nipunnn/Easel_AI_Engineering

Garment-based Segmentation with SegFormer and Fashion-CLIP

This application uses AI models to segment specific clothing items in images by matching a garment to a person.

Features

• —Targeted Garment Segmentation: Segment only the specific garment type that matches a reference image
• —Interactive Interface: User-friendly interface with clear sections for person and garment images
• —Visualization Options: View original images, segmentation maps, and overlays

How to Use

1. 1.Upload an image of a person wearing clothes
2. 2.Upload a reference image of a garment (e.g., a t-shirt, pants, dress)
3. 3.Click "Process Images" to generate the targeted segmentation
4. 4.View the results in the gallery

Technical Details

This application combines SegFormer for image segmentation with Fashion-CLIP for garment classification to create a system that can identify and segment specific garment types in images.