Search Results for author: Aduen Benjumea

Found 2 papers, 1 papers with code

A Scenario-Based Functional Testing Approach to Improving DNN Performance

no code implementations13 Jul 2023 Hong Zhu, Thi Minh Tam Tran, Aduen Benjumea, Andrew Bradley

This paper proposes a scenario-based functional testing approach for enhancing the performance of machine learning (ML) applications.

Transfer Learning

YOLO-Z: Improving small object detection in YOLOv5 for autonomous vehicles

1 code implementation22 Dec 2021 Aduen Benjumea, Izzeddin Teeti, Fabio Cuzzolin, Andrew Bradley

As autonomous vehicles and autonomous racing rise in popularity, so does the need for faster and more accurate detectors.

Autonomous Vehicles object-detection +1

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