DLCV-Fall-2021

This is the repository of Deep Learning for Computer Vision of Prof. Yu-Chiang Frank Wang in National Taiwan University

Homework Description

HW0

• Problem 1: Principal Component Analysis

HW1

• Problem 1: Image Classification
• Problem 2: Semantic Segmentation

HW2

• Problem 1: GAN
• Problem 2: ACGAN
• Problem 3: DANN
• Bonus: Improved UDA model

HW3

• Problem 1: Image Classification with ViT
• Problem 2: Visualization in Image Captioning

HW4

• Problem 1: Prototypical Net
• Problem 2: Self-Supervised Pre-training for Image Classification

Final Project: Fine-grained Long-tailed Food Image Classification (ICCV’21 Workshop)