Learning with Noise: Mask-Guided Attention Model for Weakly Supervised Nuclei Segmentation (MICCAI2021)
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Nov 29, 2024 - Python
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point-annotations
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Facial landmark detection evaluation on MOBIO face image data
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Sep 26, 2023 - Python
Point-based evaluation for the Aerial Elephant Dataset. AED ships point annotations only, so every bounding box is invented - IoU mAP ends up measuring your size assumption as much as your detector. Tolerance-in-metres matching, GSD-adaptive box synthesis, and a measured account of an AP-integration bug worth +0.107 mAP.
computer-vision pytorch remote-sensing yolo aerial-imagery object-detection evaluation-metrics sahi mean-average-precision small-object-detection wildlife-conservation ultralytics elephant-detection point-annotations tiled-inference
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Aug 2, 2026 - Python
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