Smart City Expo World Congress – Innovating Urban Security
The Smart City Expo World Congress 2024 (November 5-7) is a global platform for exploring cutting-edge urban security and smart city solutions. Attendees will discover the latest advancements and innovations in urban living.
Visit Our Booth:
Find us at Hall P3, Level 0, Street S, Stand 40 to discuss how our team contributes to smart city initiatives. Let’s collaborate to shape safer, more connected urban environments through intelligent technology.
More Content
Case study: synthetic EO/IR training data lifts vehicle detection by +5.4 AP
AI Verse generated 30,000 images of synthetic EO/IR training data for a leading German drone manufacturer. Added to the customer’s own training data, they lifted vehicle-detection AP by 5.4 points on EO and 2.94 points on IR. The EO gain beat the +3 mAP benchmark set by an earlier AI Verse project. The challenge: EO […]
How Automated Annotation with Synthetic Data Elevates Model Training in Computer Vision
Automated annotation is the process of generating ground truth labels for training data — bounding boxes, segmentation masks, keypoints — without manual human input. With synthetic images, every annotation is produced automatically at the moment of image creation, making it possible to build fully labeled datasets at machine speed and unlimited scale. What is automated […]
Case Study: Training a C-UAS Detector Using Synthetic Data Alone
AI Verse built the training data a German counter-drone company could not capture: roughly 17,000 synthetic images, generated to its spec across two camera settings and two drone models, labelled to the pixel. On that data alone, its detector reached 0.989 mAP50 on the narrow camera. The data problem every counter-drone team hits Counter-drone perception […]