📚
DLIP
search
Ctrlk
  • Introduction
  • Prerequisite
  • Image Processing Basics
    • Noteschevron-right
    • Tutorialchevron-right
    • LABchevron-right
  • Deep Learning for Perception
    • Noteschevron-right
      • Lane Detection with Deep Learning
      • Overview of Deep Learningchevron-right
      • Perceptron
      • Activation Function
      • Optimization
      • Convolution
      • CNN Overview
      • Evaluation Metric
      • LossFunction Regularization
      • Bias vs Variance
      • BottleNeck Unit
      • Object Detection
      • DL Techniqueschevron-right
    • Tutorial - PyTorchchevron-right
    • LABchevron-right
    • Tutorial- Keraschevron-right
    • Resourcechevron-right
  • Must Read Paperschevron-right
  • DLIP Project
    • DLIP 2021 Projectschevron-right
    • DLIP 2022 Projectschevron-right
    • DLIP Past Projects
  • Installation Guide
    • Installation Guide for Pytorchchevron-right
    • Anaconda
    • CUDA cuDNNchevron-right
    • OpenCVchevron-right
    • Frameworkchevron-right
    • IDEchevron-right
    • Ubuntuchevron-right
    • ROS
  • Programming
    • Python_Numpychevron-right
    • Markdownchevron-right
    • Githubchevron-right
    • Keraschevron-right
    • PyTorchchevron-right
  • Resources
    • Useful Resources
    • Githubarrow-up-right-from-square
gitbookPowered by GitBook
block-quoteOn this pagechevron-down
  1. Deep Learning for Perception

Notes

  • Overview of Deep Learningarrow-up-right

    • Deep Learning Basics: Introductionarrow-up-right

    • Deep Learning State of the Artarrow-up-right

    • CNN, Object Detectionarrow-up-right

  • Perceptronarrow-up-right

  • Activation Functionarrow-up-right

  • Optimizationarrow-up-right

  • Convolutionarrow-up-right

  • CNN Overviewarrow-up-right

  • Evaluation Metricarrow-up-right

  • LossFunction Regularizationarrow-up-right

  • Bias vs Variancearrow-up-right

  • BottleNeck Unitarrow-up-right

  • DL Techniquesarrow-up-right

    • Technical Strategy by A.Ngarrow-up-right

  • Object Detectionarrow-up-right

PreviousLAB: Tension Detection of Rolling Metal Sheetchevron-leftNextLane Detection with Deep Learningchevron-right

Last updated 11 months ago