Model: IGNF/FLAIR-HUB_LPIS-J_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_LPIS-J_swinbase-upernet
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR-HUB/
type: earth-observation-dataset
metrics: type: mIoU
value: 32.349
name: mIoU
verified: no, type: OA
value: 87.967
name: Overall Accuracy
verified: no, type: IoU
value: 83.86
name: IoU building
verified: no, type: IoU
value: 78.38
name: IoU greenhouse
verified: no, type: IoU
value: 61.59
name: IoU swimming pool
verified: no, type: IoU
value: 61.59
name: IoU impervious surface
verified: no, type: IoU
value: 57.17
name: IoU pervious surface
verified: no, type: IoU
value: 62.94
name: IoU bare soil
verified: no, type: IoU
value: 90.35
name: IoU water
verified: no, type: IoU
value: 63.38
name: IoU snow
verified: no, type: IoU
value: 54.34
name: IoU herbaceous vegetation
verified: no, type: IoU
value: 57.14
name: IoU agricultural land
verified: no, type: IoU
value: 34.85
name: IoU plowed land
verified: no, type: IoU
value: 44.552
name: IoU vineyard
verified: no, type: IoU
value: 71.73
name: IoU deciduous
verified: no, type: IoU
value: 62.6
name: IoU coniferous
verified: no, type: IoU
value: 30.19
name: IoU brushwood
verified: no
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Created: 2025-06-02 17:55:09