Model: IGNF/FLAIR-HUB_LC-A_IR_swinsmall-upernet
Author: IGNF
Pipeline: image-segmentation
Library: pytorch
Tags: pytorch, semantic segmentation, landcover, image-segmentation, arxiv:2506.07080, license:etalab-2.0, model-index, region:us
Card metadata: license: etalab-2.0
pipeline_tag: image-segmentation
tags: semantic segmentation, pytorch, landcover
library_name: pytorch
model-index: name: FLAIR-HUB_LC-A_swinsmall-upernet
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR-HUB/
type: earth-observation-dataset
metrics: type: mIoU
value: 63.182
name: mIoU
verified: no, type: OA
value: 76.913
name: Overall Accuracy
verified: no, type: IoU
value: 83.453
name: IoU building
verified: no, type: IoU
value: 77.033
name: IoU greenhouse
verified: no, type: IoU
value: 61.59
name: IoU swimming pool
verified: no, type: IoU
value: 74.989
name: IoU impervious surface
verified: no, type: IoU
value: 56.364
name: IoU pervious surface
verified: no, type: IoU
value: 61.385
name: IoU bare soil
verified: no, type: IoU
value: 89.388
name: IoU water
verified: no, type: IoU
value: 56.849
name: IoU snow
verified: no, type: IoU
value: 53.529
name: IoU herbaceous vegetation
verified: no, type: IoU
value: 57.097
name: IoU agricultural land
verified: no, type: IoU
value: 37.707
name: IoU plowed land
verified: no, type: IoU
value: 77.627
name: IoU vineyard
verified: no, type: IoU
value: 70.95
name: IoU deciduous
verified: no, type: IoU
value: 61.857
name: IoU coniferous
verified: no, type: IoU
value: 28.716
name: IoU brushwood
verified: no
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Created: 2025-06-02 16:42:09