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ML Notes

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Contents:

  • Mathematics
  • NLP
  • Computer Vision
    • Neural Radiance Fields (NeRF)
    • Object Detection
  • Micro-nanoplastics
  • Reference

Computer Vision¶

This project is an project to store notes and codes during the study of the Generative Pre-trained Transformer (GPT) language model.

Contents:

  • Neural Radiance Fields (NeRF)
    • Model Design
    • Reference
  • Object Detection
    • Problem Definition
    • YOLO: Loss Function
    • Faster R-CNN: Model Design
    • Faster R-CNN: Region Proposal Networks
    • Faster R-CNN: Fast R-CNN Detector
    • Faster R-CNN: Training

Back to Machine Learning Notes: A Learner’s Perspective.

<Reference
Neural Radiance Fields (NeRF)>
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