Industry 4.0 Challenges in 2020

The concept of Industry 4.0 refers to the use of smart technologies to make manufacturing less wasteful, more efficient, and more productive. Whether it is to adapt to changing markets, to secure competitive advantage, or to raise the value of a product – innovative manufacturing processes are changing the manufacturing landscape dramatically.

But how do we continue innovating in an ongoing health and economic crisis with significant uncertainty and likely limited resources?

Moving forward with innovations

The strategy …

Introduction

Image recognition is very widely used in machine learning. There are many different approaches and solutions to it, but none of them fitted our needs. We needed a completely local solution running on a tiny computer to deliver the recognition results to a cloud service. This article describes our approach to building an object recognition solution with TensorFlow.

YOLO

YOLO is …

Introduction

There are many different projects and services for human speech recognition like Pocketsphinx, Google’s Speech API, and many others. Such applications and services recognize speech to text with pretty good quality, but none of them can determine different sounds captured by the microphone. What was on record: human speech, animal sounds, or music playing?

We were faced with this task and decided to investigate and build sample projects which will be able …