Plant Disease Recognition Datasets in the Age of Deep Learning: Challenges and Opportunities
Plant disease recognition has witnessed a significant improvement with deep learning in
recent years. Although plant disease datasets are essential and many relevant datasets are …
recent years. Although plant disease datasets are essential and many relevant datasets are …
Data Acquisition for Improving Model Confidence
In recent years, there has been a growing recognition that high-quality training data is
crucial for the performance of machine learning models. This awareness has catalyzed both …
crucial for the performance of machine learning models. This awareness has catalyzed both …
The Necessity of AI Audit Standards Boards
Auditing of AI systems is a promising way to understand and manage ethical problems and
societal risks associated with contemporary AI systems, as well as some anticipated future …
societal risks associated with contemporary AI systems, as well as some anticipated future …
Probabilistic Parameter Estimators and Calibration Metrics for Pose Estimation from Image Features
R Valentin, SM Katz, J Lee, D Walker… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper addresses the challenge of probabilistic parameter estimation given
measurement uncertainty in real-time. We provide a general formulation and apply this to …
measurement uncertainty in real-time. We provide a general formulation and apply this to …
Reliable Breast Cancer Detection from Ultrasound Images using Image Segmentation
A Ciobotaru, D Gota, T Covrig… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Health 4.0 presents an intriguing vision for the healthcare sector. It effectively combines
cutting-edge technologies such as Healthcare Cyber-Physical Systems, medical image …
cutting-edge technologies such as Healthcare Cyber-Physical Systems, medical image …
Physics-Enhanced Machine Learning for Chemical Kinetics
FA Döppel - tuprints.ulb.tu-darmstadt.de
The energy transition and the transformation of the chemical industry are major efforts in
addressing the challenges of climate change. Both require the development of new and …
addressing the challenges of climate change. Both require the development of new and …