St Andrews University AI Project. Image Classifcation - Birds

St Andrews University Advanced ML Course project to create an image classifcation model to identify Bird species. Processed Images, performed data augmentation and utilised Kers & Tensorflow to create a CNN model with transfer learning from a pre-trained image classification model. The model achieved an accuracy of 88% on test data.

The project scored 18/20 by Tom Kelsey.

Learning Objectives: Image manipulation, Image Augmentation, Neural Network, Transfer Learning, Hyperparameter tuning, Tensorflow, Keras, Image Classifcation