Tutorial: Implement Object Recognition on Live Stream


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.



Sound Classification with TensorFlow


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

DataArt partners with Espressif to deliver complete IoT solutions

DataArt, the global technology consultancy that designs, develops and supports unique software solutions, announced today its partnership with Espressif Systems, a provider of IoT technology that builds the widely popular ESP8266 and ESP32 chips.

DataArt develops and commercially supports an open source IoT data platform DeviceHive that provides the infrastructure for building scalable and secure IoT solutions across a number of industries including automotive, utilities and smart environments.

As a result of the partnership DataArt developed a custom DeviceHive firmware for ESP8266 chips, that enables zero-configuration

How to Choose Your IoT Platform – Should You Go Open-Source?

Igor Ilunin, Head of IoT at DataArt, presents a general overview how to choose the right IoT platform for you. The article highlights the major criteria to consider and evaluate in a custom or open-source IoT platform. Also, it covers math and cost analysis, comparing open-source to serverless IoT platforms.
Read the full article here: https://www.iotforall.com/iot-platform-open-source-vs-serverless/.