Create A Synthetic Image Dataset - The What, The Why and The How

Running short on images to train your model? Here's how to increase your dataset size multi-fold with synthetic images using Image… It is quite a known fact that the quality and quantity of dataset used to train your model will have a direct effect on the model's performance. Availability of an extensive, versatile dataset could seal the deal, and you could jump to the next step of your Machine Learning / Deep Learning pipeline. But often you might end up in a situation where the dataset you need is just not readily available. Or the data you have is not enough to train a heavy duty model.