mason30114 / DLCV

NTU-DLCV-Fall-2023

NTU Deep Learning for Computer Vision 深度學習於電腦視覺

Lecturer: Frank Wang 王鈺強老師

Copyright Issue

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Outline

Please refer to the introduction file and homework report to understand our implementation details.

• HW1

  • Image classification
  • Self-Supervised pretraining for image classification
  • Image segmentation

• HW2

  • Diffusion models
  • DDIM
  • Domain Adversarial Network

• HW3

  • Zero-Shot image classification with CLIP
  • PEFT on Vision and Language Model for Image Captioning
  • Visualization of Attention in Image Captioning

• HW4

  • 3D novel view synthesis

• Final Project -- Challenge 2
  

  • Visual Queries 2D Localization Task (Ego4D Challenge)