Resources

Notebooks, reference links, and supplementary materials.

Jupyter Notebooks

Motion-Aware Object Replacement

Main pipeline notebook with end-to-end object replacement.

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SAM2 vs YOLOv8 Experiments

Mask propagation comparison experiments and metrics.

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GAN Video Replace

GAN-based video object replacement approach.

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Video Preprocessing for Inpainting

Frame extraction, mask preparation, and preprocessing steps.

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Video Replace All-in-One

Combined pipeline running all steps sequentially.

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Fixed Errors of Original Review Thesis

Updated notebook reproducing the thesis pipeline with corrected errors.

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Papers

Critical Review of Per-Frame Diffusion Approaches

Our critical review with mathematical formalization of limitations and literature positioning.

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IST Paper

Supplementary material.

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Additional Resources