Context

We a group of students from a Data Science and Machine Learning Bootcamp in which we have decided to create an AI logo generator for our capstone project. We need huge amount of logos for training our deep learning model - DCGAN so we have scraped over 365k data from the Apple App Store to download the logos of the apps for training purposes.

GitHub Link of our Project - LOGO⅃ : https://github.com/jackychansky/Logo-Generator-by-DCGAN/blob/main/README.md

Content

We have used Rapid API to acquire the data we need and we have scraped over 10,000,000 app information but we have filtered out the data rows with incomplete information so there are only 365k data left. We have used 5 Jupyter Notebooks to scrape at the same time and it took us around 2 days to scraped everything with the following spec of the computer:

MacBook Pro CPU: 2.3GHz 8-Cppre Intel Core i9 RAM: 32 GM 2667 MHz DDR4 Graphic Card: Intel UHD Graphics 630 1536MB

Link to logo dataset: https://www.kaggle.com/fentyforte/365k-ios-apps-categorized-logos

Inspiration

TBC