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  cd scripts
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  ```
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- This will install all necessary libraries for this project, including PIL, numpy, Ultralytics wandb, diffuser etc.
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- ### cd in to scripts
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- specify/create the folders manually before this
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  ```bash
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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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  Here are some of my experiments 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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- - kandinsky-community/kandinsky-2-2-decoder-inpaint
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- - https://wandb.ai/vikramxd/product_placement_api/reports/Generated-Image-Pipeline-Call-1-24-03-22-21-45-35---Vmlldzo3MjYxMzcy
 
 
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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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- ![tent_output](https://github.com/VikramxD/product_diffusion_api/assets/72499426/bb4a6af4-7652-4722-8bf6-88f6fbceefff)
 
 
 
 
 
 
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  cd scripts
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  ```
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+ This will install all necessary libraries for this project, including PIL , Diffusers , Segment Anything, wandb ,
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  ```bash
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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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  Here are some of my experiments 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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  ![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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+ !![Generated Image Pipeline Call 1](https://github.com/VikramxD/product_diffusion_api/assets/72499426/2e7a804f-482c-4807-897e-1aa02b2fd37f)
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+ ![chair](https://github.com/VikramxD/product_diffusion_api/assets/72499426/65bcd04f-a715-43c3-8928-a9669f8eda85)
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+ ![Generated Image Pipeline Call 1](https://github.com/VikramxD/product_diffusion_api/assets/72499426/dd6af644-1c07-424a-8ba6-0715a5611094)
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+ ![Generated Image Pipeline Call (1)](https://github.com/VikramxD/product_diffusion_api/assets/72499426/b1b8c745-deb4-41ff-a93a-77fa06f55cc3)
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