This project was implemented for my class Artificial Intelligence - 4TTV417U for the spring semester 2022-2023.
I have selected the following dataset to work with. The target is to classify images of several bird species.
- In my first implementation(Birds_CNN) I am using Tensorflow and the pretrained Keras model EfficientNetB0(as an extractor) which hits an avg of 97% accuracy.
- The second implementation(Birds_RF) I am using VGG16 as an extractor and then I pass down the results to a Random Forest.
The .ipynb files contain detailed documentation
Bird Species Dataset