Spray Segmentation

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QoI - Droplets Nov 21, 2025 - DL Image Segmentation Database Jose, Basil; Hampp, Fabian, 2025, "QoI - Droplets", https://doi.org/10.18419/DARUS-5200, DaRUS, V2 This dataset consists of a database of regular and distorted droplets with droplet clusters extracted from high-resolution shadowgraphy images in technical sprays. It serves as a subclass for generating synthetic training data via domain randomisation, which is subsequently used to train Deep Learning (DL) based image segmentation models. A more de...
Code for using and training spray segmentation models Feb 27, 2025 Jose, Basil; Hampp, Fabian, 2025, "Code for using and training spray segmentation models", https://doi.org/10.18419/DARUS-4739, DaRUS, V1 This dataset contains the necessary code for using our spray segmentation model used in the paper, ML-based semantic segmentation for quantitative spray atomization description. See README for more information.
Code for training and using the droplet segmentation models Jul 2, 2024 Jose, Basil; Hampp, Fabian, 2024, "Code for training and using the droplet segmentation models", https://doi.org/10.18419/DARUS-4147, DaRUS, V1 This dataset contains the necessary code for using our spray segmentation model used in the paper, Machine learning based spray process quantification. More information can be found in the README.md.

QoI - Droplets

Nov 21, 2025 - DL Image Segmentation Database

Jose, Basil; Hampp, Fabian, 2025, "QoI - Droplets", https://doi.org/10.18419/DARUS-5200, DaRUS, V2

This dataset consists of a database of regular and distorted droplets with droplet clusters extracted from high-resolution shadowgraphy images in technical sprays. It serves as a subclass for generating synthetic training data via domain randomisation, which is subsequently used to train Deep Learning (DL) based image segmentation models. A more de...

Code for using and training spray segmentation models

Feb 27, 2025

Jose, Basil; Hampp, Fabian, 2025, "Code for using and training spray segmentation models", https://doi.org/10.18419/DARUS-4739, DaRUS, V1

This dataset contains the necessary code for using our spray segmentation model used in the paper, ML-based semantic segmentation for quantitative spray atomization description. See README for more information.

Code for training and using the droplet segmentation models

Jul 2, 2024

Jose, Basil; Hampp, Fabian, 2024, "Code for training and using the droplet segmentation models", https://doi.org/10.18419/DARUS-4147, DaRUS, V1

This dataset contains the necessary code for using our spray segmentation model used in the paper, Machine learning based spray process quantification. More information can be found in the README.md.

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