IEEE

Explainable Federated Learning-Based Secure and Transparent Object Detection Model for Autonomous Vehicles

Abstract: Intelligent Transportation Systems (ITS) and autonomous vehicles (AVs) are two fast-moving research fields. Understanding the surroundings and acting quickly is essential for AV control, ...

Trunk Tools' stack cut document review from 60 days to 10 by ditching general-purpose models

General-purpose models struggle with messy, industry-specific data. A three-layer AI stack from Trunk Tools cut document ...
GitHub

Architectural Floor Plan Object Detection

This project aims to develop an object detection system for architectural floor plans using the YOLOv8 model. The system was trained to detect various elements commonly found in floor plans, such as ...
IEEE

Camera-Incremental Object Re-Identification With Identity Knowledge Evolution

Abstract: Object Re-identification (ReID) is a task focused on retrieving a probe object from a multitude of gallery images using a ReID model trained on a stationary, camera-free dataset. This ...