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The same four-object fruit still life on a cluttered background: the hard input for instance segmentation and object detection. The indexed instance mask gives per-object ground truth.
A four-object fruit still life (apple, orange, banana, grapes) on white: the easy input for instance segmentation and object detection, paired with an indexed instance mask.
A colour fruit still life (apple, orange, banana, grapes), paired with a true-greyscale conversion: a real-world subject for testing desaturation and how distinct hues collapse to similar greys.
True 8-bit greyscale conversion of the fruit still life, the paired reference for testing colour-to-grey conversion.
A downloadable form exercising every common input type (text, email, tel, url, number, date, time, colour, range, select, radio, checkbox, file, and textarea) for testing autofill, scrapers, and parsers.
Vertical bars sweeping the full hue circle at maximum saturation, paired with a greyscale version that shows how colours of different hues collapse to similar greys.
True 8-bit greyscale conversion of the full-saturation hue bars, the paired reference for testing colour-to-grey conversion.
A functional (skills-first) CV that groups accomplishments by capability rather than employer (useful for career changes or gaps) with realistic sample content.
Ground-truth RGBA cut-out for the fur-edge hard case.
Synthetic fur-like fibres on a cluttered background: a classic background-removal failure case.
Binary mask for the fur-edge hard case.
A lightweight Gantt chart: eight project tasks with start and end weeks and a coloured cell bar spanning each task's duration across an eight-week grid.
Base A with additive Gaussian noise at σ=10 (seed 4210). Compare against the clean reference in this set to score a denoise filter.
Base B with additive Gaussian noise at σ=10 (seed 7710). Compare against the clean reference in this set to score a denoise filter.
Base A with additive Gaussian noise at σ=25 (seed 4225). Compare against the clean reference in this set to score a denoise filter.
Base B with additive Gaussian noise at σ=25 (seed 7725). Compare against the clean reference in this set to score a denoise filter.
Base A with additive Gaussian noise at σ=50 (seed 4250). Compare against the clean reference in this set to score a denoise filter.
Base B with additive Gaussian noise at σ=50 (seed 7750). Compare against the clean reference in this set to score a denoise filter.
SAMPLE activity JSONL for subject-access export pipelines.
SAMPLE devices CSV twin for privacy-export tooling.
SAMPLE GDPR-style ZIP dominated by activity/devices/sessions CSVs: fictional PII.
SAMPLE subject-access ZIP with JSON profile/preferences only: fictional PII.
SAMPLE nested-folder GDPR export with JSON + JSONL members: fictional PII.
Standalone SAMPLE messages JSON fragment for privacy-export parsers.
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