Projects
Project 5 — Diffusion Models & Flow Matching
DDPM with forward/reverse diffusion, time-conditioned U-Net, Classifier-Free Guidance, and FID evaluation.
Project 4 — Neural Radiance Fields (NeRF)
3D scene reconstruction via volume rendering, stratified sampling, and positional encoding.
Project 3 — [Auto]Stitching Photo Mosaics
Automatic image stitching via homography estimation and feature matching.
Project 2 — Filters, Frequencies & Blending
Gaussian/Laplacian stacks, hybrid images, and multi-resolution image blending.
Project 1 — Image Alignment
RGB channel misregistration correction via pyramid downsampling and block matching.
Project 0 — Camera Perspective & Focal Length
Exploration of how perspective and focal length fundamentally alter image characteristics.