https://github.com/alexgenovese/cog-background-remover

Grounding Dino + SAM + InPaintingXL
https://github.com/alexgenovese/cog-background-remover

Last synced: about 20 hours ago
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Grounding Dino + SAM + InPaintingXL

• Host: GitHub
• URL: https://github.com/alexgenovese/cog-background-remover
• Owner: alexgenovese
• License: apache-2.0
• Created: 2023-12-03T18:06:59.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-05-16T10:26:17.000Z (6 months ago)
• Last Synced: 2024-05-17T11:27:25.381Z (6 months ago)
• Language: Python
• Size: 5.5 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

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README

        
# COG Implementation of Background Remover 

GroundingDino, Segment Anything, Inpainting SDXL and Controlnet Canny

This is an implementation of a blend of technologies in a Cog model, it works on Mac (M1, M2, M3) and CUDA machines.

[![Replicate demo and cloud API](https://replicate.com/alexgenovese/bg-remover/badge)](https://replicate.com/alexgenovese/bg-remover)

# Test it on Replicate

Go to replicate to test this endpoint [clicking here](https://replicate.com/alexgenovese/bg-remover)

# How it works 

1. Identify the object with Grounding Dino and Segment Anything help to create a mask 

![Step 1 - Background Remover](grounding-dino-step1.png "Identification and Mask")

2. Run the inference with a custom prompt

![Step 2 - Run the inference](inference-step2.png "Run the inference")