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  1. microscopy-image-preprocessing-pipeline microscopy-image-preprocessing-pipeline Public

    Image preprocessing pipeline for bug-skin microscopy images — sharpness detection, frame selection, synthetic blur generation, and patch extraction to create ML training pairs for supervised image …

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  2. quantum-360-capture quantum-360-capture Public

    Automated 360° image acquisition pipeline for ML-ready dataset collection in quantum sensing research. Synchronizes a Thorlabs scientific camera with a KIM101 motor controller to capture biological…

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  3. quantum-360-reconstruction quantum-360-reconstruction Public

    Visual-hull 3D reconstruction and silhouette-quality evaluation for low-photon 360° microscopy : measures whether learned restoration improves downstream geometry.

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  4. microscopy-image-restoration microscopy-image-restoration Public

    NAFNet image restoration for low-photon microscopy : paired low-light and multi-sigma deblur experiments with honest non-learned baselines.

    Python