Model: IGNF/FLAIR-HUB_LC-A_RGB_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_swinlarge-upernet
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR-HUB/
type: earth-observation-dataset
metrics: type: mIoU
value: 61.868
name: mIoU
verified: no, type: OA
value: 76.067
name: Overall Accuracy
verified: no, type: IoU
value: 83.423
name: IoU building
verified: no, type: IoU
value: 75.669
name: IoU greenhouse
verified: no, type: IoU
value: 61.59
name: IoU swimming pool
verified: no, type: IoU
value: 75.15
name: IoU impervious surface
verified: no, type: IoU
value: 56.467
name: IoU pervious surface
verified: no, type: IoU
value: 62.006
name: IoU bare soil
verified: no, type: IoU
value: 88.373
name: IoU water
verified: no, type: IoU
value: 51.815
name: IoU snow
verified: no, type: IoU
value: 52.26
name: IoU herbaceous vegetation
verified: no, type: IoU
value: 56.434
name: IoU agricultural land
verified: no, type: IoU
value: 34.136
name: IoU plowed land
verified: no, type: IoU
value: 77.787
name: IoU vineyard
verified: no, type: IoU
value: 69.129
name: IoU deciduous
verified: no, type: IoU
value: 57.445
name: IoU coniferous
verified: no, type: IoU
value: 28.85
name: IoU brushwood
verified: no
Likes: 2 | All-time downloads: 0
Created: 2025-06-02 17:02:19