Model: IGNF/FLAIR-HUB_LC-A_IR_swinbase-unet
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_swinbase-unet
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR-HUB/
type: earth-observation-dataset
metrics: type: mIoU
value: 64.803
name: mIoU
verified: no, type: OA
value: 77.93
name: Overall Accuracy
verified: no, type: IoU
value: 84.7
name: IoU building
verified: no, type: IoU
value: 79.029
name: IoU greenhouse
verified: no, type: IoU
value: 61.59
name: IoU swimming pool
verified: no, type: IoU
value: 76.228
name: IoU impervious surface
verified: no, type: IoU
value: 57.509
name: IoU pervious surface
verified: no, type: IoU
value: 64.232
name: IoU bare soil
verified: no, type: IoU
value: 90.6
name: IoU water
verified: no, type: IoU
value: 63.761
name: IoU snow
verified: no, type: IoU
value: 54.897
name: IoU herbaceous vegetation
verified: no, type: IoU
value: 58.304
name: IoU agricultural land
verified: no, type: IoU
value: 37.635
name: IoU plowed land
verified: no, type: IoU
value: 78.314
name: IoU vineyard
verified: no, type: IoU
value: 72.073
name: IoU deciduous
verified: no, type: IoU
value: 62.519
name: IoU coniferous
verified: no, type: IoU
value: 30.084
name: IoU brushwood
verified: no
Likes: 4 | All-time downloads: 0
Created: 2025-06-02 16:23:43