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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)