Are there any good opensource analytics platform for deeplearning out there?
This tool is my substitute until i find somthing better. Should be fun
what i want:
- access to view and review data and model prediction, while also having access to metrics for model at the same place
- should be easy to customize to ones purpose, like if you are reviewing data and would like to create or fix labels etc
plan:
- i don`t think this should be to much work: setup a webinterface, find a good solution for how to structure the data and how to show it
- keep as simple as possible with very simple UI
TODO:
- create view for images with labels/predictions
- create training loss overview
- search for image
- run model on current image and display results
- create a sqlite db with image paths, labels for image, ?prediction?
- add file with path to data and insert all paths to db, then we make thumbnails for different datasources for easy navigation
to run:
bash python server.js