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Convolutional Neural Networks for Visual Recognition (Stanford)

(16 Lectures Available)

S# Lecture Course Institute Instructor Discipline
1
  • Lecture 1 Introduction to Convolutional Neural Networks for Visual Recognition
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
2
  • Lecture 10 Recurrent Neural Networks
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
3
  • Lecture 11 Detection and Segmentation
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
4
  • Lecture 12 Visualizing and Understanding
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
5
  • Lecture 13 Generative Models
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
6
  • Lecture 14 Deep Reinforcement Learning
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
7
  • Lecture 15 Efficient Methods and Hardware for Deep Learning
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
8
  • Lecture 16 Adversarial Examples and Adversarial Training
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
9
  • Lecture 2 Image Classification
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
10
  • Lecture 3 Loss Functions and Optimization
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
11
  • Lecture 4 Introduction to Neural Networks
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
12
  • Lecture 5 Convolutional Neural Networks
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
13
  • Lecture 6 Training Neural Networks I
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
14
  • Lecture 7 Training Neural Networks II
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
15
  • Lecture 8 Deep Learning Software
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
16
  • Lecture 9 CNN Architectures
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences

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