Feature Map Generation and Display

MickeyZeng / Data-Visualization

The aim of this project is to develop a data (and model) visualisation tool for deep neural nets.

MIT License

3 stars 0 forks source link

Feature Map Generation and Display #1

Closed jakecastelli closed 4 years ago

jakecastelli commented 4 years ago

Status: Urgent Description: The current solution for generating feature map is using matplotlib to generate an image and then send to the front-end. It is massively slow and each time can only send one feature map.

[x] Change to multi dimension tensors
[x] Check feature map display on the back-end

Conclusion:

Slider bar is not feasible, the speed is remarkably slow.
The new way to generate feature map improved speed

jakecastelli commented 4 years ago

Colour map: https://github.com/matplotlib/matplotlib/blob/master/lib/matplotlib/_cm_listed.py

June 20 task: Implement custom colour map function, ensure the display is close to viridis.

More reference: https://matplotlib.org/3.1.1/tutorials/colors/colormap-manipulation.html