Links to Google Colab and Kaggle notebooks:
- Cats and dogs image classification: https://colab.research.google.com/github/szywyk/Machine-learning-Python/blob/main/Cats-and-dogs-image-classification.ipynb
- Bird classification with transfer learning EfficientNetV2-B0 97.9%: https://www.kaggle.com/code/szymonio/efiicientnetv2-b0-bird-classification
- Bird classification with transfer learning MobileNetV2 94.4%: https://www.kaggle.com/code/szymonio/mobilenetv2-transfer-learning
- Bird classification - no transfer learning - just image augmentation 65%: https://www.kaggle.com/code/szymonio/birds-classification-augmented
Model using transfer learning with EfficientNetV2 as base model was used in bird species recognition app available at: https://szywyk.github.io/mybirdie-app/
Application code available at: https://github.com/szywyk/mybirdie-app