Model: IGNF/FLAIR-HUB_LC-F_swinbase-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-F_swinbase-upernet
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR-HUB/
type: earth-observation-dataset
metrics: type: mIoU
value: 64.868
name: mIoU
verified: no, type: OA
value: 77.685
name: Overall Accuracy
verified: no, type: IoU
value: 84.002
name: IoU building
verified: no, type: IoU
value: 79.283
name: IoU greenhouse
verified: no, type: IoU
value: 61.59
name: IoU swimming pool
verified: no, type: IoU
value: 75.611
name: IoU impervious surface
verified: no, type: IoU
value: 57.694
name: IoU pervious surface
verified: no, type: IoU
value: 63.826
name: IoU bare soil
verified: no, type: IoU
value: 90.461
name: IoU water
verified: no, type: IoU
value: 68.142
name: IoU snow
verified: no, type: IoU
value: 54.871
name: IoU herbaceous vegetation
verified: no, type: IoU
value: 56.893
name: IoU agricultural land
verified: no, type: IoU
value: 37.914
name: IoU plowed land
verified: no, type: IoU
value: 78.144
name: IoU vineyard
verified: no, type: IoU
value: 71.731
name: IoU deciduous
verified: no, type: IoU
value: 63.69
name: IoU coniferous
verified: no, type: IoU
value: 29.627
name: IoU brushwood
verified: no
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Created: 2025-06-02 17:16:29