Author: rubikscode | Rubik's Code

Deploying Machine Learning Models – pt. 2: Docker & TensorFlow Serving

Feb 17, 2020 | AI

In the previous article, we started exploring the ways one deep learning model can be deployed. There we decided to run a simple Flask Web app and expose simple REST API that utilizes a deep learning model in that first experiment. However, this approach is not very...

This Week in AI – Issue #5

Feb 14, 2020 | AI, This Week in AI

Every week we bring to you the best AI research papers, articles and videos that we have found interesting, cool or simply weird that week. Have fun! SUOD: Toward Scalable Unsupervised Outlier Detection Self-Supervised Linear Motion Deblurring The Devil is in the...

Deploying Machine Learning Models – pt. 1: Flask and REST API

Feb 10, 2020 | AI

In this article, which is the first in the series, we explore how we can prepare a deep learning model for production and deploy it inside of Python Web application. This is just the first step in the long journey. In fact, deployment of Deep Learning models is an art...

This Week in AI – Issue #4

Feb 7, 2020 | AI, This Week in AI

Every week we bring to you the best AI research papers, articles and videos that we have found interesting, cool or simply weird that week. Have fun! f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation Lane Detection in Low-light Conditions Using...

Top 3 Artificial Intelligence Research Papers – January 2020

Feb 3, 2020 | AI, AI Research Papers Monthly

At the beginning of every month, we decipher three research papers from the fields of machine learning, deep learning and artificial intelligence, that left the biggest impact on us in the previous month. Apart from that, at the end of the article, we add links to...

This Week in AI – Issue #3

Jan 31, 2020 | AI, This Week in AI

Every week we bring to you the best AI research papers, articles and videos that we have found interesting, cool or simply weird that week. Have fun! Multi-task self-supervised learning for Robust Speech Recognition RatLesNetv2: A Fully Convolutional Network for...