# Happywhale - Whale and Dolphin Identification (top 20%)

## I got the top 314th position ( top 20%) on a private leaderboard out of 1588 teams.

### YOLO arcface approch

{% embed url="<https://www.kaggle.com/code/somesh88/happywhale-pytorch-lightning-yolo-arcface>" %}

### DeOldify coloring single channel images ( prep step ):&#x20;

{% embed url="<https://www.kaggle.com/code/somesh88/coloring-single-channel-images-deoldify>" %}

### Inference notebook link:&#x20;

{% embed url="<https://www.kaggle.com/code/somesh88/whale-inference>" %}

### Competition link:&#x20;

{% embed url="<https://www.kaggle.com/competitions/happy-whale-and-dolphin>" %}