AITopics | super-resolution image web-app

Collaborating Authors

super-resolution image web-app

Information about AI from the News, Publications, and Conferences

Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Building a super-resolution image web-app

#artificialintelligenceJul-25-2020, 21:05:18 GMT

I made this app, as my pilot task for Tessellate coding. The task included finding a suitable model, making the inference algorithm, wrapping it in a REST API, and finally dockerizing the application. For the task, I used Keras with a Tensorflow backend and Flask. This blog is about the same challenges I faced in the task, and how to overcome them when you are making your project. For the model, I researched a bit on the topic of the super-resolution of the image, and found the SRCNN model.

artificial intelligence, machine learning, super-resolution image web-app, (12 more...)

#artificialintelligence

Industry: Information Technology > Software (0.52)

Technology:

Information Technology > Sensing and Signal Processing > Image Processing (0.52)
Information Technology > Communications > Web (0.41)
Information Technology > Artificial Intelligence > Machine Learning (0.36)

Add feedback