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Chapter IV

Computer Vision

Teaching machines to see: from a single convolution sliding over pixels to architectures that read an image as a sequence of patches.

In this chapter

■□□ Foundations ■■□ Practitioner ■■■ Research
  1. § 1 Convolutions In preparation Level: Foundations
  2. § 2 CNN Architectures In preparation Level: Practitioner
  3. § 3 Object Detection In preparation Level: Practitioner
  4. § 4 Vision Transformers In preparation Level: Research

Topics: Convolutions · CNN architectures · Detection · Vision transformers · Formats: 3D plates · PyTorch · Papers