https://github.com/soumith/cvpr2015

https://github.com/soumith/cvpr2015

Last synced: 3 months ago
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• Host: GitHub
• URL: https://github.com/soumith/cvpr2015
• Owner: soumith
• Created: 2015-06-07T11:51:54.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2016-12-06T01:29:04.000Z (over 7 years ago)
• Last Synced: 2024-01-23T03:08:48.781Z (5 months ago)
• Language: Jupyter Notebook
• Size: 616 KB
• Stars: 870
• Watchers: 79
• Forks: 429
• Open Issues: 11
• Metadata Files:
  • Readme: README.md

Lists

• awesome-deep-vision - CVPR 2015
• awesome_dv - CVPR 2015
• awesome-deep-vision-new - CVPR 2015
• awesome-deep-vision - CVPR 2015
• awesome-deep-vision - CVPR 2015
• awesome-stars - soumith/cvpr2015 - (Jupyter Notebook)
• awesome-deep-vision - CVPR 2015

README

        
# Applied Deep Learning for Computer Vision with Torch

## CVPR 2015, Boston, MA

###Slides and Notebooks

- [Slides](cvpr-torch.pdf)

- Amazon EC2 image with torch + itorch + Atari + notebooks can be launched [from this link](https://console.aws.amazon.com/ec2/v2/home?region=us-east-1#LaunchInstanceWizard:ami=ami-b36981d8) and the AMI ID is: ami-b36981d8

Notebooks:

- [Deep Learning with Torch - A 60-minute blitz](Deep Learning with Torch.ipynb)

- [NNGraph - graph style neural networks](NNGraph Tutorial.ipynb)

- [Character-level Recurrent networks. An introduction to real-world nngraph RNN training](Char-RNN.ipynb). Original code by @karpathy

- [Deep-Q Reinforcement learning to play Atari games](DQN Training iTorch.ipynb)