Deep Learning with Pytorch in a Nutshell
  • Content
  • Image recognition
  • Object detection
  • Semantic segmentation
  • GAN
  • Image style transfer
  • Face recognition
  • Interpretability
  • Word embedding
  • Pytorch
  • Optimization
  • Special layers
    • Transposed convolution
  • Neural architecture search
  • Reinforcement learning
    • Proof of Bellman equation
    • Tabular solution method
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  • You Only Look Once: Unified, Real-Time Object Detection (YOLO)
  • YOLO9000: Better, Faster, Stronger (YOLO v2)
  • R-CNN
  • SSD
  • Inside-Outside net
  • Focal loss

Object detection

PreviousImage recognitionNextSemantic segmentation

Last updated 6 years ago

You Only Look Once: Unified, Real-Time Object Detection (YOLO)

YOLO9000: Better, Faster, Stronger (YOLO v2)

R-CNN

SSD

Inside-Outside net

Focal loss

https://arxiv.org/abs/1506.02640
https://arxiv.org/abs/1612.08242