Consensus – How To Detect Data Poisoning with Active Learning
Active Learning is primarily about reducing the amount of data required to train an AI model. To do this, an AI model is used to specifically select the data [...]
How to create a high-quality data set for anomaly detection?
A major advantage of anomaly detection models is that they are trained exclusively with images that represent the ideal appearance of an object. This means that only images of [...]
News – preML one of the Top 20 Vision Tech Startups in 2024
We are nominated as one of the Top 20 Vision Tech Startups 2024! Now its your choice to select the winner! Just write a E-Mail with "๐ฉ๐ซ๐๐๐ ๐๐ฆ๐๐" to [...]
Detection of known anomalies on new objects in quality inspection
In mid-June, we presented our latest paper on anomaly detection in a workshop at this year's CVPR conference. Anomaly detection is an AI-based image processing technique to quickly visualize [...]
AI-supported completeness check for packaging assembly
Incomplete assembly sets at the customer's premises are annoying and expensive. A system based on modern AI algorithms recognizes incomplete sets in real time. This ensures that no parts [...]
Optimizing Construction Logistics with Real-Time AI Solutions: Vehicle Detection, Load Estimation, and Drive Direction
Logistics always strives to deliver operational excellence and customer satisfaction. In the context of construction sites, logistics refers to the efficient coordination and management of various resources, materials, equipment, and [...]
SME conference 2023: Focus on innovative strength
Over 130 companies presented their progress in projects funded by the Federal Ministry of Education and Research (BMBF) in Berlin. I presented our research project "KI4PRECAST" at the poster [...]
The 6th European Machine Vision Forum 2023: A Recap
The European Machine Vision Forum (EMVF) is a remarkable platform for machine vision enthusiasts in Europe, bridging the gap between researchers and industry experts. This year, over 100 participants [...]
Learning – How does a ToF Sensor Work?
Time-of-Flight (ToF) sensors are a fascinating technology that has found applications in various fields when it comes to measuring tasks. In this blog post, we will explore the inner [...]
Navigating Performance Metrics: Example from Crack Detection Assessment
When I sell our visual quality inspection systems, I am often asked at a very early stage of the project how accurate the defect detection is. Typically, we need [...]