New notebook to try robust algorithm for the GWC!

Global Wheat Challenge 2021
#1

Hello !

In partnership with WILDS, we crafted a new tutorial based on the WILDS python package ( WILDS (stanford.edu) ) . You can check it here : AIcrowd | Submit a submission with WILDS | Posts

Good luck to everybody !

5 Likes
#2

WILDS notebook seems amazing and provided 0.570 ADA out of the box! :tada:
(single epoch)

image

There is one minor bug in case anyone trying to run faces it.

Bug:

python3 wilds/examples/run_expt.py [...] fails with import issue for me.

Solution:

This worked for me:

import os
PYTHONPATH=os.getenv("PYTHONPATH") + ":/content/wilds"
!PYTHONPATH=$PYTHONPATH python3 wilds/examples/run_expt.py [...]
4 Likes
#3

Combining each epoch’s result is really helpful