Data Augmentation in Deep Learning and Machine Learning: A Concise Guide

Data augmentation using deep learning or machine learning, which is better. Here we have discussed how we can generate synthetic images and some challenges that one can face while generating synthetic images. Timestamps- Introduction - 00:00 - 00:36 Deep learning vs machine learning - 0:36 - 1:28 Increase data efficiency - 1:28 - 1:56 Quality of data - 1:56 - 2:34 Overcome lack of data problem - 2:35 - 2:47 DataAugmentation - 2:48 - 3:46 GANS (Generative Adversarial Networks) - 3:47 - 4:37 SDM (Synthetic Data Modelling) - 4:45 - 5:30 Wrapping up - 5:30 - 6:51 ABOUT US: We enable manufacturing companies and machine builders to realize the full potential of Machine Vision and Artificial Intelligence to enable them to increase their product’s competitive and financial value. Related videos: https://bit.ly/3AkOwiE https://bit.ly/3EdhQIZ https://bit.ly/3Edid6l https://bit.ly/3txb7Vm ************************************************************************* Qualitas Technologies Leaders In Machine Vision Website- https://qualitastech.com/ Fb- https://www.facebook.com/qualitastech LinkedIn- https://www.linkedin.com/company/qualitastech/ Twitter- https://twitter.com/qualitastech Instagram- https://www.instagram.com/qualitastech/