Will Transformers Replace CNNs in Computer Vision? + NVIDIA GTC Giveaway
Support my work on Patreon: https://www.patreon.com/whatsai
►My Newsletter (subscribe here to have a chance to win!): http://eepurl.com/huGLT5
►The article: https://www.louisbouchard.ai/will-transformers-replace-cnns-for-vision/
►DLI courses: https://www.nvidia.com/en-us/training/
References:
►Paper: Liu, Z., “Swin Transformer: Hierarchical Vision Transformer using Shifted Windows”, 2021, https://arxiv.org/abs/2103.14030v1
►Code: https://github.com/microsoft/Swin-Transformer
►Great transformer blog post by Davide Coccomini: https://towardsdatascience.com/transformers-an-exciting-revolution-from-text-to-videos-dc70a15e617b
In a couple of minutes, you will know how this transformer architecture can be applied to computer vision with a new paper called the Swin Transformer.
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Chapters:
0:00 Hey! Stay until the end for the giveaway and don't forget to subscribe! You will learn a lot, I promise!
1:25 Transformers vs CNNs
2:30 What is attention and self-attention
2:58 The problem with transformer on images
3:37 One fix: Swin Transformers
5:02 Convolution vs self-attention
6:36 What is NVIDIA GTC
7:22 DLI Giveaway #1
8:18 DLI Giveaway #2
8:44 Thanking recent youtube members
#transformers #artific
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What is Machine Learning? | Introduction to ML for beginners in a minute 2
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What is Deep Learning | Introduction to DL for beginners in a minute 3
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Introduction to Energy-Based Learning | Yann LeCun Paper
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Chapters (10)
Hey! Stay until the end for the giveaway and don't forget to subscribe! You will
1:25
Transformers vs CNNs
2:30
What is attention and self-attention
2:58
The problem with transformer on images
3:37
One fix: Swin Transformers
5:02
Convolution vs self-attention
6:36
What is NVIDIA GTC
7:22
DLI Giveaway #1
8:18
DLI Giveaway #2
8:44
Thanking recent youtube members
🎓
Tutor Explanation
DeepCamp AI