Research Notes
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Contents:

  • Introduction
  • Image Processing
  • Machine Learning
  • Computer Vision
  • Deep Learning
    • General Overview
    • Image Classification
    • Object Detection
    • Video Classification, Action Classification, Recognition, Detection
    • Audio Events
  • Sparse Representations
  • Dictionary Learning
  • Epilogue
Research Notes
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  • Deep Learning
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Deep LearningΒΆ

Contents:

  • General Overview
    • Applications
  • Image Classification
  • Object Detection
  • Video Classification, Action Classification, Recognition, Detection
    • Large-scale video classification with convolutional neural networks
    • Youtube-8m: A large-scale video classification benchmark
    • Learning spatiotemporal features with 3d convolutional networks
  • Audio Events
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