City-of-Poems

AI Artathon 2.0 Submission

City of Poems

Generating new architectural compositions using AI for AI Artathon 2.0

Links

• Repo

ML/DL Approaches and Tools Used

• Python 3.8.
• Aleph2Image (CLIP & DALL-E) for text-to-image generation, code by Ryan Murdock.
• OpenCV.
• GAN (Generative Adversarial Network).
• VoxelFuse.
• blender.
• Interactive Region Growing Segmentation, code by Samarth Gupta.
• Simple Linear Iterative Clustering (SLIC).
• Graph-based Image Segmentation (Felzenszwalb).
• Google Image Scraper using Search Terms code is by Jayden Oh Yicong.
• Selenium.
• Natural Language Processing(NLP) for textual data preprocessing.

Collected Dataset 📜

• Over 176,000 images were scraped from Google with a total size of 4.15 GB.
• Text that was used to scrape images is from 58K Arabic poems dataset by Fahd on Kaggle.

Authors

Fatima AlGhamdi

• Profile

Wafa AlGhamdi

• Website

Reem AlRowaili

• Profile

🎆

Give a ⭐️ if you like this project!