OpenDot :: 11/22/2016
Convolutional neural networks + t-SNE
- Recap of day 1 (0:00)
- Limitations of ordinary neural nets (5:46)
- How convolutional neural networks work (11:13)
- Convnet demo (24:27)
- Probing and visualizing convnet activations (38:22)
- Transfer learning and reverse image search demo (44:50)
- Organizing and visualizing image sets with t-SNE (53:51)
- Visualizing text documents with t-SNE (57:07)
- Audio t-SNE (59:28)
- Assigning image t-SNEs to grids (1:01:02)