Dig deeper into viability of these architectures for task 1: classifying hotel from non hotel room images

[arditecht]

Candidate architectures:

1. Mobile net
2. Resnet
3. Inception Googlenet

Task: Enlist the pros, cons, strengths and potentials of each architecture and finalize one.

To be done by end of day, 4th September

[mikkokotila]

Why did we choose these as the candidate architectures? Can you share references to the literature that suggest there are the state-of-the-art for similar problems.

[mikkokotila]

I suggest carefully studying the state-of-the-art here for similar problems, and then also using Google Scholar for additional searches. Finally, the most comprehensive repository of scientific papers can be found through in Sci-Hub. Note that for Sci-Hub you will likely need to install a Chrome plugin. It will help you get access to papers that would otherwise be not open.