Journal of Electrical and Electronic Engineering

Volume 8, Issue 6, December 2020

  • Shallow SqueezeNext: Real Time Deployment on Bluebox2.0 with 272KB Model Size

    Jayan Kant Duggal, Mohamed El-Sharkawy

    Issue: Volume 8, Issue 6, December 2020
    Pages: 127-136
    Received: Nov. 30, 2020
    Accepted: Dec. 17, 2020
    Published: Dec. 31, 2020
    Abstract: The significant challenges for deploying CNNs/DNNs on ADAS are limited computation and memory resources with very limited efficiency. Design space exploration of CNNs or DNNS, training and testing DNN from scratch, hyper parameter tuning, implementation with different optimizers contributed towards the efficiency and performance improvement of the ... Show More