This repository is used to update study notes, including basic and advanced topics in the fields of computer vision, machine learning, deep learning, generative AI, and on-device AI.
Keywords:
- 3D Computer Vision:
- depth estimation,
- multi-view stereo,
- 3D reconstruction,
- novel view synthesis,
- spatial intelligence,
- optical flow,
- human pose estimation
- 2D Computer Vision:
- learnable ISP (RAW-to-sRGB),
- image/video super-resolution and generation (diffusion model)
- On-device AI for wearable devices:
- ML modeling (CNNs, ViTs, DiTs, etc.) and optimization,
- on-device deployment (quantization and compression),
- human-computer interaction (HCI),
- vision-language models (VLMs)
- advanced 3D reconstruction on-device adaptation