Too Long; Didn't Read
The project is to develop a tool to identify animal breeds for SPCA and to identify avian species for NParks. The goal can be translated into an image classification problem for deep learning models. I explored a simple neural network, then progressed to convolutional neural network and transfer learning. The CNN model was able to make the correct prediction most of the time, for example the model was quite sure that this is an airplane, and this is a ship based on the highest predicted probability. To improve classification accuracy, I need more data.