Datasets
Standard Dataset
Turbid Underwater Image
- Citation Author(s):
-
UTKARSHSRIVASTAVA
SOUMAJITROYALIKPRAMANICKARIJITSUR - Submitted by:
- Alik Pramanick
- Last updated:
- Thu, 02/06/2025 - 06:40
- DOI:
- 10.21227/e7tm-0063
- License:
166 Views- Categories:
- Keywords:
Abstract
The turbid dataset is specifically designed to support research in riverine underwater image enhancement (UIE), addressing the challenges posed by muddy underwater conditions. It comprises three distinct transformed datasets: Turbid-UIEB, Turbid-LSUI, and Turbid-ImageNet, each created through a diffusion model technique. Turbid-UIEB features 890 paired images. Turbid-LSUI expands upon this with 4,278 paired images, offering a broader range of examples for training and testing. Lastly, Turbid-ImageNet includes 2,412 paired images, enriching the dataset to facilitate more comprehensive research. Together, these datasets aim to advance the understanding and capabilities of underwater imaging technologies in challenging environments.
A single ZIP file contains all the three dataset.
The dataset contains the training and testing splits. Each training and testing split contains turbid input and corresponding good-quality ground-truth image.
