1 publication

• Published Subscription Review Article 11 Oct 2024

  Energy-efficient Image Classification on Edge Devices: Implementation and Evaluation

  By Shital Thakkar, Arpit Acharya, Richa Singh, Harsh Bhalala, Pinkesh Patel, Vinay Thumar

  Abstract: Image classification is a computer vision problem where an algorithm determines a class or label for a given image. Various real-time applications like object recognition, medical diagnosis, person recognition, etc. Image classification property on edge devices is useful for autonomous vehicles, surveillance, and healthcare and internet of things deployments. The advancement of deep learning based methods and graphics processing units (GPU) devices allows efficient processing locally. The study utilizes a …

  Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 11, Issue 3, 2024 · pp. 10–18 Read article →