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

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