This repo includes four homeworks for the course DLCV (Deep Learning for Computer Vision) in NTU (National Taiwan University).
- Task 1: Image Classification [1]
- Task 2: Image Segmentation
- Task 1: GAN (Generative Adversarial Network) [2]
- Task 2: Diffusion Model [3]
- Task 3: Domain Adaptation [4]
- Task 1: Zero-Shot Image Classification with CLIP (Connecting Text and Images)
- Task 2: Image Captioning with VL (Vision and Language) Model.
- Task 1: 3D Novel View Synthesis using NeRF (Neural Radiance Fields)
- Task 2: Self-supervised pre-training for Image Classification
Most of the following links come from the course ML (Machine Learning) given by Prof. Hung-Yi Lee in NTU (National Taiwan University).
[1]: NTU ML Spring 2021 HW3
[2]: NTU ML Spring 2021 HW6
[3]: NTU ML Spring 2023 HW6
[4]: NTU ML Spring 2021 HW11 (EN. Version)
NTU ML Spring 2021 HW11 (ZH. Version)