Can anybody suggest, what type of data is needed to learn machine learning create logo.What variables should I take to train a neural network? The bigger, the better.Can someone have experience and be able to prompt on what data to train. I.E. What data i should collect?
The entire framework is outlined here
LLD - Large Logo Dataset - including training dataset downloads
Training Generative Adversarial Networks (GANs) for logo synthesis on such multi-modal data is not straightforward and results in mode collapse for some state-of-the-art methods. We propose the use of synthetic labels obtained through clustering to disentangle and stabilize GAN training. We are able to generate a high diversity of plausible logos and we demonstrate latent space exploration techniques to ease the logo design task in an interactive manner.
Please notice that this dataset is made available for academic research purposes only. All the images are collected from the Internet, and the copyright belongs to the original owners.