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This project fine-tunes YOLOv8 to detect fashion items, segments them using SAM (Segment Anything Model), and applies ControlNet inpainting to enhance their style and appearance based on creative prompts.

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SahilCarterr/Impainting-Diffusers

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Styling and Upgrade Features in a Image

This enhance versions of the original images. Each image is accompanied by a brief description of the enhancement techniques applied and the purpose behind the enhancement process.

Image Generation

Image is Generated using Stable Diffuser XL Diffuser

Image Segmentation

Image Segmentation using Facebook Segment anything Segment Anything

Image Classification

Mentioned Object Classification using Goog vit model Goog VIT

Using Impainting

Image style and quality improvement

About

This project fine-tunes YOLOv8 to detect fashion items, segments them using SAM (Segment Anything Model), and applies ControlNet inpainting to enhance their style and appearance based on creative prompts.

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