AI Reference Implementations

A compilation of tools and resources that can help you kickstart your Industry 5.0 journey.

Quality Control in Industry with CV and TinyML by ExpertAI

• Quality Control in Industry with CV and TinyML

FPGA Device Plugin by GRADIANT

• FPGA Device Plugin for Kubernetes

XuILVQ: A River Implementation of the Incremental Learning Vector Quantization for IoT by GRADIANT

• XuILVQ: A River Implementation of the Incremental Learning Vector Quantization for IoT

Data Analysis Dashboard by SCCH

• Data Analysis Dashboard

Energy Usage Dataset and Model by PBN

• Energy Usage Dataset and Model

Fabric Defects Dataset by Katty Fashion

• Fabric Defects Dataset

Fashion Product Defects Dataset by Katty Fashion

• Fashion Product Defects Dataset

SmartSpot IoT Device by Libelium / HOPU

• SmartSpot IoT Device

Labelled Force/Torque Time Series from Robotic Wheel Assembly Dataset by CTU

• Labelled Force/Torque Time Series from Robotic Wheel Assembly Dataset

Anomaly Detection in Force/Torque Time Series From Delta Robot by CTU

• Anomaly Detection in Force/Torque Time Series From Delta Robot

Orthogonal Views Extractor from STEP File by TXT

• Orthogonal Views Extractor from STEP File

Orthogonal Views Extractor from STEP File - PythonOCC Version by TXT

• Orthogonal Views Extractor from STEP File - PythonOCC Version

Image Colour Count wih Python by TXT

• Orthogonal Image Colour Count with Python

Bearing Fault Datasets by Flanders Make

• Bearing Fault Datasets

D2P Toolbox by Flanders Make

• D2P Toolbox

Pneumatic Pressure and Electrical Current Time-Series by JSI

• Pneumatic Pressure and Electrical Current Time-Series

Error In Alignment (ERAL) Algorithm by JSI

• Error In Alignment (ERAL) Algorithm

Self-signed Certificates Generation Tool by JSI

• Self-signed Certificates Generation Tool

Acceleration Datasets by ACTEMA

• Acceleration Datasets

Cream Cheese Production and Quality Dataset by GRADIANT and Quescrem

• Cream Cheese Production and Quality Dataset

Tabular-data Rehearsal-based Incremental Lifelong Learning Framework (TRIL3)by GRADIANT

• Tabular-data Rehearsal-based Incremental Lifelong Learning Framework (TRIL3)