Browsing by Subject "Pattern recognition systems."

Now showing items 1-3 of 3

    • Autonomous object detection dataset: a study on Bangladeshi roadways 

      Sakib, Kazi Sadman; Abir, Tahsinul Islam; Kareena, Shahida Sultana; Alam, Rupanti (BRAC University, 2024-10)
      This research aims to enhance object detection in autonomous driving by testing the three new advanced YOLO models, namely, YOLOv5, YOLOv7, and YOLOv8, on a private dataset proposed specifically for Bangladesh. It is ...

    • Deep learning based medical X-ray image recognition and classification 

      Khan, Md. Rakib Hossain (BRAC University, 2018-12)
      Analysis of radiology images are mostly being done by medical specialists, as it is a critical sector and people expect highest level of care and service regardless of cost. Though, it is quite limited due to its complexity ...

    • Point-cloud-based 3D object detection for autonomous navigation in unmanned ground vehicles 

      Sadat, Sami; Talukder, Shaownak Md. Ibne Shahriar; Logno, Shawmika Protichi Sattar (Brac University, 2024-11)
      Autonomous navigation for UGVs faces significant challenges in detecting objects accurately in complex environments. Despite advancements in 2D object detection, the absence of robust 3D object detection models leave a ...