RF Globalnet

DeepSig Unveils A New Way To See Signals

DeepSig, a pioneer in AI-native wireless communications, today announced OmniSIG 4.0, a major update to its flagship radio frequency (RF) signal detection and analysis platform. This is the software’s ...
GitHub

RF-DETR: Real-Time SOTA Object Detection, Instance Segmentation, and Keypoint Detection

RF-DETR is a real-time transformer architecture for object detection, instance segmentation, and keypoint detection (preview) developed by Roboflow. Built on a DINOv2 vision transformer backbone, ...
IEEE

Audio Sentiment Analysis with Spectrogram Representations and Transformer Models

Abstract: Recent advancements in the domain of computer vision have enabled the analysis of audio spectrograms. In this paper, we present a novel approach that leverages spectrogram representations ...
IEEE

Improving Robustness of Spectrogram Classifiers with Neural Stochastic Differential Equations

Abstract: Signal analysis and classification is fraught with high levels of noise and perturbation. Computer-vision-based deep learning models applied to spectrograms have proven useful in the field ...