This repo contains the ML model for the Smling Machine developed by Frank Lu, Ruoheng Wang and Ines Qian.
File component and expalnation:
- APS360 Progress Report Gantt Chart: A Gantt Chart to track the team's progress on the project. The screenshot of which is used as an evidence in the team's project progress report.
- SMILES.zip: Smiles dataset
- Smiling_Machine_Baseline_Autoencoder: An autoencoder network, served as the baseline model for the project (developed by Cathy & Frank). The model is freezed at the time of the project progress report.
- Smiling_Machine_Primary_GAN: A GAN network, served as the primary model for the project (developed by Ines). The model is freezed at the time of the project progress report
- Smiling_Mahcine_Primary_GAN(2);(3): A continuous development on the Smiling_Machine_Primary_GAN (updated by Ines). The model is freezed at the time of the presentation; final report
- Smiling_Machine_Primary_cGAN ;(2): A conditional GAN modified from the Smiling_Machine_Primary_GAN (modified by Ines). The model is freezed at the time of the presentation; final report