Constellation Dataset: Benchmarking High-Altitude Object Detection for an Urban Intersection

1 code implementation • 25 Apr 2024 • Mehmet Kerem Turkcan, Sanjeev Narasimhan, Chengbo Zang, Gyung Hyun Je, Bo Yu, Mahshid Ghasemi, Javad Ghaderi, Gil Zussman, Zoran Kostic

The dataset addresses the need for curated data to explore problems in small object detection exemplified by the limited pixel footprint of pedestrians observed tens of meters from above.

Benchmarking object-detection +1

Examining the Influence of Varied Levels of Domain Knowledge Base Inclusion in GPT-based Intelligent Tutors

1 code implementation • 16 Sep 2023 • Blake Castleman, Mehmet Kerem Turkcan

GPT-4 intelligent tutors with varying hierarchies of KB access and human domain experts then assessed these responses.

Using an Ancillary Neural Network to Capture Weekends and Holidays in an Adjoint Neural Network Architecture for Intelligent Building Management

no code implementations • 26 Dec 2018 • Zhicheng Ding, Mehmet Kerem Turkcan, Albert Boulanger

To achieve these requirements, we propose a novel adjoint neural network architecture for time series prediction that uses an ancillary neural network to capture weekend and holiday information.

Management Time Series +1