[HTML][HTML] Linguistic Explanations of Black Box Deep Learning Detectors on Simulated Aerial Drone Imagery
Deep learning has become increasingly common in aerial imagery analysis. As its use
continues to grow, it is crucial that we understand and can explain its behavior. One …
continues to grow, it is crucial that we understand and can explain its behavior. One …
Synthetic Dataset for Quadcopter Detection Based on Frequency Propeller Signature
MA Drouin, MA Rainville, M Picard… - 2023 IEEE Applied …, 2023 - ieeexplore.ieee.org
The use of computer graphic tools typically associated with video games is a popular
method to generate synthetic datasets for the training of machine learning algorithms. For …
method to generate synthetic datasets for the training of machine learning algorithms. For …
Fuzzy Database for Language-Driven Procedurally Generated Simulated Datasets
E Visconti, DT Anderson, J Kerley - 2023 IEEE Applied Imagery …, 2023 - ieeexplore.ieee.org
Current generation artificial intelligence (AI) and machine learning (ML) heavily rely on data.
One way to address this bottleneck is through simulation. In previous work, we presented a …
One way to address this bottleneck is through simulation. In previous work, we presented a …
Explosive hazard pre-screener based on simulated data with perfect annotation and imprecisely labeled real data
M Kovaleski, A Fuller, J Kerley, BJ Alvey… - Chemical …, 2022 - spiedigitallibrary.org
Datasets with accurate ground truth from unmanned aerial vehicles (UAV) are cost and time
prohibitive. This is a problem as most modern machine learning (ML) algorithms are based …
prohibitive. This is a problem as most modern machine learning (ML) algorithms are based …