Model: YaroslavPrytula/iaunet-r50-revvity-25
Author: YaroslavPrytula
Pipeline: image-segmentation
Library: pytorch
Tags: pytorch, image, instance-segmentation, cell-segmentation, microscopy, microscopy-images, brightfield, biomedical-imaging, computer-vision, unet, resnet50, R50, coco, revvity-25, research, model, image-segmentation, en, dataset:YaroslavPrytula/Revvity-25, arxiv:2508.01928, license:cc-by-nc-4.0, model-index, region:us
Card metadata: library_name: pytorch
pipeline_tag: image-segmentation
license: cc-by-nc-4.0
datasets: YaroslavPrytula/Revvity-25
tags: image, instance-segmentation, cell-segmentation, microscopy, microscopy-images, brightfield, biomedical-imaging, computer-vision, unet, resnet50, R50, coco, revvity-25, research, model
language: en
model-index: name: IAUNet-R50 (Revvity-25)
results: task: type: instance-segmentation
dataset: name: Revvity-25
type: YaroslavPrytula/Revvity-25
metrics: name: mAP
type: mean_average_precision
value: 52.3
verified: no, name: mAP@50
type: mean_average_precision
value: 85.1
verified: no, name: mAP@75
type: mean_average_precision
value: 58.4
verified: no, name: mAP_S
type: mean_average_precision
value: 1.8
verified: no, name: mAP_M
type: mean_average_precision
value: 28.8
verified: no, name: mAP_L
type: mean_average_precision
value: 58.5
verified: no
Likes: 2 | All-time downloads: 4
Created: 2025-08-10 13:42:50