Browsing by Subject "DCNN"

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Bangali Handwritten characters classification using Deep Convolutional Neural Network

Sikder, Shihab Uddin; Muslebeen, Md. Shafiul (Brac University, 2022-05)

Handwritten letter classification of any given language has the potential to be used in various fields such as literature, educational institutions, digitization of govern ment records etc. Bengali language with its complex ...
A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors

Hasan, Moenul; Uddin, A.K.M. Faiyaz; Ghosh, Anoup (Brac University, 2021-06)

Fault Detection is essential for the safe and efficient operation of industrial manufacturing. Successful detection of fault features allows us to maintain a stableproduc- tion line. Therefore, establishing a reliable and ...
Real-time garments defects detection at the sewing phase to optimize waste cost using YOLOv7, YOLOv7x, YOLOv7-w6 and Pytorch

Uddin, Md. Minhaz; Foysal, Sadi Mahmud; Rahman, Sadia; Risti, Nushara Tazrin; Sarmin, Sanzeda Akter (Brac University, 2023-01)

In the era of computer vision to overcome challenges, the introduction of the YOLO model revolutionized real-time computer vision approaches. In the garment industry, the inception of products plays a significant role ...