This repository contains all Jupiter notebooks used for our CSCI218 Group Project.
Group Member | Student ID |
---|---|
Anh Quan Tran | 7236475 |
Huu Khang Nguyen | 7402909 |
Caleb Wait | 6786352 |
Hallam Roberts | 6799899 |
Each model was tested on a face recognition dataset over 100 epochs.
Model | Accuracy | AUC | Precision | Recall |
---|---|---|---|---|
CNN | 0.6 | 0.9 | 0.72 | 0.47 |
EfficientNetV2B0 | 0.44 | 0.8 | 0.67 | 0.25 |
ResNet50 | 0.6244 | 0.8913 | 0.6627 | 0.5869 |