Deep Learning for Computer Vision
4.0
(1)
11 learners
What you'll learn
This course includes
- 25.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 22 lessons • 25.5 hours of video
Deep Learning for Computer Vision
22 lessons
• 25.5 hours
Deep Learning for Computer Vision
22 lessons
• 25.5 hours
- Lecture 1: Introduction to Deep Learning for Computer Vision 57:56
- Lecture 2: Image Classification 01:02:15
- Lecture 3: Linear Classifiers 01:02:06
- Lecture 4: Optimization 01:03:07
- Lecture 5: Neural Networks 01:02:07
- Lecture 6: Backpropagation 01:11:16
- Lecture 7: Convolutional Networks 01:08:53
- Lecture 8: CNN Architectures 01:12:03
- Lecture 9: Hardware and Software 01:12:22
- Lecture 10: Training Neural Networks I 01:12:14
- Lecture 11: Training Neural Networks II 01:19:14
- Lecture 12: Recurrent Networks 01:13:27
- Lecture 13: Attention 01:11:53
- Lecture 14: Visualizing and Understanding 01:12:04
- Lecture 15: Object Detection 01:12:32
- Lecture 16: Detection and Segmentation 01:10:07
- Lecture 17: 3D Vision 01:12:34
- Lecture 18: Videos 01:15:21
- Lecture 19: Generative Models I 01:11:13
- Lecture 20: Generative Models II 01:12:47
- Lecture 21: Reinforcement Learning 01:11:45
- Lecture 22: Conclusion 01:13:28
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