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Author

Fahima A. Maghraby

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#explainable ai Dataset Open access Sep 2026

Assessing the Impact of Layer Selection on CAM-Based Explainability for YOLOv8: A Study on Hand-Sketched Digital Logic Circuits

Object detection has recently become a cornerstone task in computer vision. It allows the machine to identify and localise multiple objects in an image. With the development of deep learning, object detection systems have achieved remarkable performance in various domains such as autonomous driving, surveillance, healt...

Noha ElMasry, Fahima A. Maghraby, Mohamed Waleed Fakhr · 0 citations
#explainable ai Dataset Open access Sep 2026

Assessing the Impact of Layer Selection on CAM-Based Explainability for YOLOv8: A Study on Hand-Sketched Digital Logic Circuits

Object detection has recently become a cornerstone task in computer vision. It allows the machine to identify and localise multiple objects in an image. With the development of deep learning, object detection systems have achieved remarkable performance in various domains such as autonomous driving, surveillance, healt...

Noha ElMasry, Fahima A. Maghraby, Mohamed Waleed Fakhr · 0 citations
#artificial intelligence Dataset Open access Sep 2026

DLC-OD : A Hand-Sketched Digital Logic Circuits Dataset for Object Detection

DLC-OD is an object-detection dataset containing 295 hand-sketched digital logic circuit images collected from 20 participants. The dataset includes 1,203 manually annotated instances belonging to seven logic-gate classes: AND, NAND, NOR, NOT, OR, XNOR, and XOR. The images and bounding-box annotations are provided in Y...

Noha ElMasry, Fahima A. Maghraby, Mohamed Waleed Fakhr · 0 citations

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