Browsing by Subject "Primary dataset"

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Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck

Sanjana, Jasia; Al Muhit, Abdullah; Zia, Asma (Brac University, 2023-08)

In order to reduce manpower and bottleneck in the inspection system of industrial garments, we explored the application of the YOLOv5 model using our very own dataset of defective clothing pieces. The economy of Bangladesh ...
Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras

Rukaiya, Maymuna; Khan Soumik, Md. Muhtadee Faiaz; Sakib, Sazzad Hossan; Islam, Md. Ashikul; Ishrak, Mohammad Farhan (Brac University, 2023-01)

Search and rescue operations in disaster-stricken areas are often hindered by chal lenging environmental conditions, such as poor visibility, limited lighting, and high levels of noise and clutter. These conditions can ...