Search results | J. Murrey Atkins Library

Title: Classification and Pixel-Level Segmentation of Asphalt Pavement Cracks Using Convolutional Neural Networks
Author: Adnan, Tamim
Date Created: 2023
Subjects--Topical: Engineering
Description: This study was conducted to answer two research questions. How do the chosen CNN models perform on publicly available asphalt pavement crack datasets for classification and segmentation? And how can these CNN models be fine-tuned to improve their ...

Title: Development NURO-RAM: Memory management architecture for streaming CNN accelerators on edge
Author: SAWANT, ADARSH
Date Created: 2019
Subjects--Topical: Computer engineering
Description: Development of accelerators for deep learning accelerators have been gaining a lot of popularity due to sheer amount computation performed by deep learning algorithms. From the onset of Moore's law failure it has become difficult to improve the pe...

Title: S-RAD Single Run Action Detector over Video Stream
Author: Saravanan, Anbumalar
Date Created: 2020
Subjects--Topical: Electrical engineering, Computer science
Description: Vision based Activity Detection is concerned with the automatic extraction, analysis and understanding of useful information from a sequence of images. It involves the development of a theoretical and algorithmic basis to achieve automatic visual ...