I have recently started with the DL course of Fast.ai and it’s astounding & fun! Completed the first two lectures and decided to try with a different database.
CrowdAnalytix is hosting a competition for identifying superheroes! <link here>
This is a multi-class problem (12 classes) with 200-700 images for each class.
I had some limited success on the validation dataset. Using the tips provided in the class I started with an accuracy of 54% but gradually increased to 74% (on validation)
If anyone else has recently joined this course and wants to work on this problem, ping me!