TakeruEndo / kaggle_petfinder

PetFinder.my - Pawpularity Contest

Result

🥉201 /3,545

Final Models

Didn't work ideas.

Using Features of Self-supervised Learning with Dino

• source code

Dataset

1. petfinder2 dataset
2. cat dataset
3. Stanford Dogs Dataset

LightGBM ensemble

Probably overfitting.

Items to be added

• How to use the dataset in petfinder1.
• Label Distribution.
• SVR (First place solution.)
• ConvNeXt
• Summary of the top solutions.
• MLP head in place of Linear Layer.