activity
20192026
most citedHigh-Throughput CNN Inference on Embedded ARM big.LITTLE Multi-Core Processors

136 citations · 136 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2026

AppleScab-LT: A Longitudinal Real-Field Apple Scab Dataset for Temporal Disease Progression Analysis

Aamir Hilal, Shabir Ahmad Sofi, Neeraj Goel

The development of reliable plant disease monitoring systems is constrained by limited longitudinal datasets capturing disease progression under natural field conditions. Although…

cs.CV2026

STS-NET: Spatio-Temporal Stress Network for Self-Supervised Crop Stress Detection using Satellite Image Time Series

Pradeep Dalal, Rajiv Ranjan, Sushil Ghildiyal +2

Early and accurate detection of crop stress is essential to improve agricultural productivity and ensure global food security. However, collecting a large labeled crop stress datas…

cs.AR2023

Design of Energy Harvesting based Hardware for IoT Applications

Satyajaswanth Badri, Mukesh Saini, Neeraj Goel

Internet of Things (IoT) devices are rapidly expanding in many areas, including deep mines, space, industrial environments, and health monitoring systems. Most of the sensors and a…

cs.MM2021

An End-to-End Framework for Dynamic Crime Profiling of Places

Shailendra Kumar Gupta, Shreyanshu Shekhar, Neeraj Goel +1

Much effort is being made to ensure the safety of people. One of the main requirements of travellers and city administrators is to have knowledge of places that are more prone to c…

cs.LG2019★ 136 cited

High-Throughput CNN Inference on Embedded ARM big.LITTLE Multi-Core Processors

Siqi Wang, Gayathri Ananthanarayanan, Yifan Zeng +3

IoT Edge intelligence requires Convolutional Neural Network (CNN) inference to take place in the edge devices itself. ARM big.LITTLE architecture is at the heart of prevalent comme…