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Vikramjeet Singh
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Update README.md
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README.md
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- GPU used Nvidia A100 40GB
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## Installation
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python run.py --image_path /path/to/image.jpg --prompt 'prompt' --negative_prompt 'negative prompt' --output_dir /path/to/output --mask_dir /path/to/mask --uid unique_id
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```
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###
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- https://huggingface.co/runwayml/stable-diffusion-inpainting
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- https://huggingface.co/lllyasviel/sd-controlnet-seg
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- https://huggingface.co/kandinsky-community/kandinsky-2-2-decoder-inpaint
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![cooker_output](https://github.com/VikramxD/product_diffusion_api/assets/72499426/1228718b-5ef7-44a1-81f6-2953ffdc767c)
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![toaster_output](https://github.com/VikramxD/product_diffusion_api/assets/72499426/06e12aea-cdc2-4ab8-97e0-be77bc49a238)
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- GPU used Nvidia A100 40GB
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##ARCHITECTURE
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![Architecture drawio](https://github.com/VikramxD/product_diffusion_api/assets/72499426/5a2e8b47-5a77-485b-b20c-0bca0928cb8a)
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## Installation
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python run.py --image_path /path/to/image.jpg --prompt 'prompt' --negative_prompt 'negative prompt' --output_dir /path/to/output --mask_dir /path/to/mask --uid unique_id
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```
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### MODELS USED
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EXPERIMENTATION WITH THE FOLLOWING models
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- https://huggingface.co/runwayml/stable-diffusion-inpainting
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- https://huggingface.co/lllyasviel/sd-controlnet-seg
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- https://huggingface.co/kandinsky-community/kandinsky-2-2-decoder-inpaint
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### WEIGHTS AND BIASES EXPERIMENTATION REPORT
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[](https://wandb.ai/vikramxd/product_placement_api/reports/Experimentation-Report---Vmlldzo3Mjg1MjQw)
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![cooker_output](https://github.com/VikramxD/product_diffusion_api/assets/72499426/1228718b-5ef7-44a1-81f6-2953ffdc767c)
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![toaster_output](https://github.com/VikramxD/product_diffusion_api/assets/72499426/06e12aea-cdc2-4ab8-97e0-be77bc49a238)
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