Multi-label image classification using CNNs

In this section, we will show you a systematic example of developing real-life ML projects for image classification. However, we need to know the problem description first so as to know what sort of image classification needs to be done. Moreover, knowledge about the dataset is a mandate before getting started.

Problem description

Nowadays, food selfies and photo-centric social storytelling are becoming social trends. Consequently, an enormous amount of selfies that include foods and a picture of the restaurant are being uploaded on social media and websites. In many instances, food lovers also provide the written reviews that can significantly boost the popularity of a business...