Tech Times

Open Source Robotics AI Reaches Inflection Point: LeRobot Hub Surpasses 58,000 Datasets in One Year

Open source robotics AI platform LeRobot surpassed 58,000 community datasets in 2026 — 50x growth in under a year — making it the largest dataset category on Hugging Face and signaling a ...
IEEE

Intrusion Detection in IoT and IIoT: Comparing Lightweight Machine Learning Techniques Using TON_IoT, WUSTL-IIOT-2021, and EdgeIIoTset Datasets

Abstract: The security of Internet of Things (IoT) and Industrial Internet of Things (IIoT) systems has been significantly enhanced through the integration of effective intrusion detection systems ...
IEEE

Trustworthy Dataset Proof: Certifying the Authentic Use of Dataset in Training Models for Enhanced Trust

Abstract: In the realm of deep learning, the veracity and integrity of the training data are pivotal for constructing reliable and transparent models. This study introduces the concept of Trustworthy ...
GitHub

HOTFormerLoc: Hierarchical Octree Transformer for Versatile Lidar Place Recognition Across Ground and Aerial Views

[2026-04-06] Training and evaluation code for HOTFLoc++ released, with added support for re-ranking and 6-DoF metric localisation. [2025-07-31] HOTFormerLoc v1.1.0 release, fixing significant memory ...