GitHub

Flash LiDAR Vehicle Detection with MATLAB Dataset and Deep Learning Benchmarks

This repository provides code and workflows to test several state-of-the-art vehicle detection deep learning algorithms —including YOLOX, SalsaNext, RandLA-Net, and VoxelRCNN— on a Flash Lidar dataset ...
GitHub

Vision model for object detection and segmentation using TENNs State Space Model neural network.

State Space Models (SSMs) are emerging as a practical alternative to transformers, offering similar or better performance with significantly fewer parameters and lower compute requirements. Mamba, the ...
IEEE

SCASNet: Spatial Context-Aware Selection Network for Small Object Detection in Aerial Imagery

Abstract: The detection of small objects within intricate backgrounds poses a significant challenge in the domain of aerial image object detection. In this manuscript, a spatial context-aware ...
IEEE

Research on Small Object Image Recognition Algorithm Based on Attention Mechanism and SuperResolution Reconstruction: Taking Industrial Defect Detection as an Example

Abstract: In high-end manufacturing such as integrated circuits and precision components, detecting microscopic surface defects in low-resolution images remains challenging. This paper proposes an ...