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Advanced Knowledge Extraction of Physical Design Drawings, Translation and conversion to CAD formats using Deep Learning
The approach employs object detection model, such as Yolov7, Faster R-CNN, to detect physical drawing objects present in the images followed by, edge detection algorithms such as canny filter to extract and refine the identified lines from the drawing region and curve detection techniques to detect circle.
Two-stage Deep Stacked Autoencoder with Shallow Learning for Network Intrusion Detection System
This is due to the excessive growth of the network and its exposure to a plethora of people.
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