Deep Learning for Computer Vision

Creating training data

Generative models can be used for generating training at a larger scale and can even be used to refine the synthetic images created for training. Here are the synthetic images created for traffic sign recognition, using generative models as shown by Wang et al. (https://arxiv.org/pdf/1707.03124.pdf)

Reproduced from Wang et al.

Using these images makes the classifications more accurate.