MinIO offers high-performance, S3 compatible object storage.
Native to Kubernetes, MinIO is the only object storage suite available on every public cloud, every Kubernetes distribution, the private cloud and the edge.
MinIO is software-defined and is 100% open source under GNU AGPL v3.
InfluxDB is an open-source (MIT licensed) time series database.
It provides simple HTTP API to write data as time points and aggregate them as time series by Flux/SQL-like query languages.
OpenCV is an open source (BSD licensed) library for computer vision applications.
It provides a common data structure for images and classical and machine learning algorithms to process images.
Python is a simple, universal and concise programming language, which is used in particular for creating scripts and the uniform addressing of various frameworks, which may themselves be written and compiled in other languages.
The Eclipse Mosquitto project is an open source (EPL/EDL licensed) message broker that implements the MQTT protocol.
It provides a C library for implementing MQTT clients on all edge devices from low power single board computers to full servers.
PyTorch is an open source (modified BSD license) machine learning framework that provides fast tensor computing and deep neural network building blocks with an underlying automatic differentiation system.
Grafana is an open source (under AGPL 3.0 license) web application for data visualization.
It can take data with all the popular databases and visualize it as graphs in the web browser. Also, it has alarms and can be used for sending notification in several ways.
TensorFlow is an open source (under Apache-2.0 License) machine learning framework that provides fast tensor computing and deep neural network building blocks with an underlying automatic differentiation system.
FastAPI is an open source (MIT licensed) framework for building Web APIs with Python 3.6+ based on standard Python type hints.
Scikit-learn is an open source (BSD-3-Clause licenced) machine learning library.
In addition to the algorithms it also provides various tools for model fitting, data preprocessing, model selection, model evaluation, and many other utilities.
PANDA | METRIC is an open source (MPL 2.0 licensed) framework for dependency mining based on the concept of metric spaces, which makes it possible to use and combine and connect arbitrary data by topological principles.
NGINX is opens source software (BSD licenced), which is commonly used as a reverser proxy to hide the internal microservice infrastructure and provide a secure HTTP\WS public interface.
Kubernetes is the most widely used open source (Apache 2 license) container orchestrating tool.
It allows to bundle few edge devices into one cluster and automate the deployment of micro-service applications.
Open62541 is an open source (MPL 2.0 licensed) implementation of the OPC UA standard to build lightweight clients and servers for the OPC UA protocol.
Protocol buffers (BSD 3-Clause License) provide a language- and platform-neutral, serializing structured for data up to a few megabytes in size. It’s like JSON, except it's smaller and faster, and it generates native language bindings to transfer data over network and for long-term storage.
The perfect start for AI in production. A computer vision system is a camera-based quality control system via pattern recognition and without a cloud system. Industrial interfaces for automation include OPC-UA or Profinet.
Empower the maintenance team with modern pattern recognition methods to indentify problems before they oocure. Use DRIFT to build your contition monitoring and predictive maintenance platform.
A mathematical framework developed specifically for applications in industrial production that is based on topolocial theory.
Learn how to build your data-driven AI platform using DRIFT microservices and connected open source software.