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Diffusion models for 2D/3D generation
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Module 6
Image Editing and Manipulation
1
SDEdit for Image-to-Image Translation
Implement SDEdit for image-to-image translation using diffusion
2
Diffusion Inpainting for Object Editing
Apply inpainting techniques with diffusion models for object removal and replacement
3
Seamless Image Outpainting
Implement outpainting for seamless image extension
4
ControlNet for Structure-Guided Image Generation
Apply ControlNet for structure-guided image generation
5
Instruction-Based Image Editing with InstructPix2Pix
Adapt an instruction-based image editing pipeline (e.g., InstructPix2Pix)
6
Refining Masked Edits: Boundary and Consistency Debugging
Debug boundary artifacts and consistency issues in masked editing techniques
7
Debugging Guided Edits for Structure and Content
Debug preservation of structure and content in guided editing techniques
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Text-to-Image Generation and Customization
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Video and Animation Generation