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Computer Vision and Diffusion Models

This course was split into two parts: the first part was an introduction to computer vision, taught by Dr. Laurens van der Maaten from Meta AI, and co-inventor of t-SNE. The second part focused on object detection and was given by Dr. Natalia Neverova from Meta AI.

Computer Vision
source: Appen

Assignments and Labs

  • Implementation of an Object Tracker with Detectron2 report
  • Cassava leaves Classification: report and notebook
  • Implementation of Batch Normalization: notebook

Keywords

Object Detection, Segmentation, Pose Detection, Convolution, Convolution Neural Networks, GANs, Diffusion Models, Detectron2, Mask RNN, Video Understanding

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