Releases

CleanCam v2.0.0 is the reproducibility release accompanying the revised
Data in Brief manuscript.

Highlights:

Documents the validated dataset of 22,572 RGB JPEG images at 3072 x 2048
pixels: 18,972 field images and 3,600 split-consistent synthetic images.
Provides capture-disjoint train, validation, and test definitions,
image-level metadata, a data dictionary, synthetic provenance, and
documentation for all 11 deposit assets.
Reproduces manuscript Figures 2-6 and Tables 1-3 from released data.
Includes release-building and validation tools with SHA-256 manifest
verification.
Provides optional MobileNetV2, ResNet-18, and EfficientNet-B0 benchmark
workflows with cross-entropy, CORAL, and CORN heads.

CleanCam v1.0.0

This release provides the public code associated with the CleanCam dataset article:

CleanCam: A labelled underwater image dataset for camera-viewport fouling assessment in aquaculture monitoring

The repository contains code for building, auditing, characterizing, and benchmarking the CleanCam dataset release.

Included components

Dataset release builder

Metadata and split integrity checks

Dataset characterization scripts

Annotation agreement analysis

Synthetic subset characterization

Reference image classification pipelines

Documentation for reproducing the dataset analyses

Dataset

The image dataset is archived on Zenodo:

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