Skip to content

Bundle CVPR15 tutorial notebooks#2667

Merged
shelhamer merged 4 commits intomasterfrom
tutorial
Jun 30, 2015
Merged

Bundle CVPR15 tutorial notebooks#2667
shelhamer merged 4 commits intomasterfrom
tutorial

Conversation

@shelhamer
Copy link
Copy Markdown
Member

These new-and-improved notebooks are included to better document the Python interface and give a hands-on intro to the framework.

  • 00-classification: recognition with a pre-trained model + feature and parameter visualization
  • 01-learning-lenet: how to define, learn, and test networks in Python (explaining the Python solver interface)
  • 02-brewing-logreg: logreg in Caffe and the experiment workflow of making and trying improved models.
  • 03-fine-tuning: the Flickr fine-tuning example as a notebook with a comparison of learning from scratch or fine-tuning

All timing is done on an ec2 gpu instance.

Once merged the tutorial branch will be replaced with a pointer to the homepage until it's time for the next tutorial...

- combine classification + filter visualization
- order by classification, learning LeNet, brewing logreg, and
  fine-tuning to flickr style
- improve flow of content in classification + filter visualization
- include solver needed for learning LeNet
- edit notebook descriptions for site catalogue
shelhamer added a commit that referenced this pull request Jun 30, 2015
bundle CVPR15 tutorial notebooks
@shelhamer shelhamer merged commit fd44a91 into master Jun 30, 2015
@shelhamer shelhamer mentioned this pull request Jul 21, 2015
4 tasks
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Projects

None yet

Development

Successfully merging this pull request may close these issues.

3 participants