This is the GitHub repository for the individual Computational Creativity project made for the Computational Creativity course given @ VUB 2020 - 2021.
- Name: Bontinck Lennert
- StudentID: 568702
- Affiliation: VUB - Master Computer Science: AI
The final research paper on the developed creative system can be found here.
- Assignment 1: Defining your Creative Domain
- Assignment 2: Surveying Relevant Literature
- Assignment 3: Designing your Creative System
- Assignment 4: Evaluation of Your Creative System
- Assignment 5: Research Paper
- Intermediate presentation explaining creative domain and more (30/03)
- Intermediate presentation explaining relevant literature and more (18/04)
- Intermediate presentation describing the system using the CSF
- Final presentation
The GANSPace tool used is a modified version of the publicly available GANSpace tool, commit 65b0c4c. This version had some issues to work with Ubuntu 20.04, hence why it was modified.
A custom "creative car design" setting was also added, which includes optional features such as saving the canvas to a PNG file.
Read the GANSpace documentation related to this project here.
To evaluate the creativity and quality of the creative system a subjective survey was conducted. A custom tool was made for this subjective survey by modifying code from a previous project of mine.
Read the evaluation tool documentation related to this project here.
The results from the external evaluation are analysed in a Jupyter Notebook. This Notebook is available here. A HTML export is available here. A PDF export is available here.
In the Generated Images folder you'll find all stored images that were generated by the GAN. Only a select few of the generated images where stored.
Information on the stored images is available here.