LynnMass/tilebac-ULDM-benchmark-dataset
Background Overview This dataset contains ultralow-dose cryoEM montage tile images of the bacteria Pantoea sp. YR343. Segmentation models from YOLOv11, YOLO26, U-Net, Detectron2 and SAM3 have been fine-tuned to predict bacterial inner membranes and outer membranes. This bacterial membrane dataset is a benchmark dataset to challenge current AI workflows in rapid, seamless montage stitching and stitched segmentation in extremely noisy ultralow-dose cryoEM images. Bacterial flagella low-dose… See the full description on the dataset page: https://huggingface.co/datasets/LynnMass/tilebac-ULDM-benchmark-dataset.
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