GitHub

Raw Radar ADC Dataset for Automotive Object Detection

A dataset for the 2TX-4RX MMWave Radar with the raw ADC data being recorded. Six main objects - pedestrian, cyclist, car, motorbike, bus, truck - were collected to fit the automotive object detection ...
IEEE

Synthetic Training Data Generation and Domain Randomization for Object Detection in the Formula Student Driverless Framework

Abstract: Today industries strive toward using data-driven machine learning wherever applicable. Consequently, they re-quire manually or automatically labeled training data sets. Currently, ...
IEEE

Camouflaged Object Detection Via Style Transfer-Based Data Augmentation

Abstract: Infrared (IR) images can be seen as complementary to visible light (RGB) images, as they can capture accurate targets in low-visibility conditions. However, camouflaged object detection (COD ...
VentureBeat

Amazon S3 Files gives AI agents a native file system workspace, ending the object-file split that breaks multi-agent pipelines

AI agents run on file systems using standard tools to navigate directories and read file paths. The challenge, however, is that there is a lot of enterprise data in object storage systems, notably ...