Great interactive T-SNE visualizer

Deep Learning
1

I found this and this on embeddings from Google.
Here is the live TensorBoard Embedding Projector without the need to install tensorflow.

You can use your own dataset or try the datasets available in the visualizer as an example.

embedding-nearest-points.png744×494 157 KB

5 Likes
2

@hwasiti

That’s pretty cool, been looking for something like this for a while. But just to be sure I understand:

  • you say we can import our own dataset. You mean I can load my own training set images in the tool to visualize them ? If so, i could not find the instructions, seems we need to convert them to a TSV file of vectors.

Have you tried to do it ?

3

I have the intention to do this one day, but havn’t done it yet

Converting pytorch embeddings into TSV format needs some work. People have done the reverse (reading TSV files into pytorch):