Blogs on Convolutional neural networks

00 Blog Weikhman Otten Object Detection 1 - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Object Detection: How machines recognize objects

31. May 2023

With the help of object detection methods, machines can be trained to recognize and locate objects. In this blog post, we provide an overview of this area of computer vision....

00 blog goerge - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Application

AI in radiology – Classifying and explaining hemorrhagic strokes with deep learning

27. July 2022

If a stroke occurs, rapid intervention is required. Deep learning classification could support doctors. However, in safety-critical areas such as medicine, AI predictions must be transparent....

00 Blog Sujan Semantic Concept Testing 9 - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Application

An Approach to Granular Testing of Deep Neural Networks

01. June 2022

Establishing rigorous testing and certification techniques is essential before deploying new technologies like Deep Learning (DL) in safety-critical applications. We propose a testing approach that could identify weaknesses in DL models....

00 Blog Pionzewski Computer Vision - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Basics

Computer vision: How do machines learn to see?

09. March 2022

Machine Learning enables the development of powerful image recognition systems (computer vision) with which information can be automatically recognized and extracted from images and videos. Deep learning methods in particular have an advantage over traditional methods....

Measuring gamma radiation with AI|FACT telescope|Classic processing chain of measurement data

Application

Searching for cosmic rays with Artificial Intelligence

03. February 2021

Gamma radiation provides clues to processes in space. For the first time, an interdisciplinary team of computer science and astrophysics researchers at TU Dortmund University has succeeded in analyzing gamma radiation in real time using a telescope....