calebhuangsea/bird-classification

Bird Classification

File Description

Our code is in bird-classification.ipynb
A comprehensive description about our project is in 455 Final Project Report.pdf

Some Useful Links

Website: https://calebhuangsea.github.io./bird/bird.html
Video Presentation: https://www.youtube.com/watch?v=KjFzlKsHTUw
Kaggle Competition Website: https://www.kaggle.com/competitions/birds23sp

Some Code References

Data Preprocessing Template: https://www.kaggle.com/code/yuriihalychanskyi/cse-455-final-birds
Training and Prediction Template: https://www.kaggle.com/code/pjreddie/transfer-learning-to-birds-with-resnet18
Ensemble Template: https://github.com/parkr98/Bird_Identification

Comments

Since this is a code competition that is held every time CSE 455 is scheduled by Professor Joseph Redmon, we will only post our code skeleton and general ideas to avoid blind copying. We strongly encourage other competitors to explore the data and train different models themselves, so our model weights and prediction results in the test set will not be posted in this repository.