Model: IGNF/FLAIR-HUB_LC-I_swinbase-upernet
Author: IGNF
Pipeline: image-segmentation
Library: pytorch-lightning
Tags: pytorch-lightning, semantic segmentation, pytorch, 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
model-index: name: FLAIR-HUB_LC-I_swinbase-upernet
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR-HUB/
type: earth-observation-dataset
metrics: type: mIoU
value: 43.488
name: mIoU
verified: no, type: OA
value: 64.126
name: Overall Accuracy
verified: no, type: IoU
value: 57.225
name: IoU building
verified: no, type: IoU
value: 49.833
name: IoU greenhouse
verified: no, type: IoU
value: 61.59
name: IoU swimming pool
verified: no, type: IoU
value: 53.178
name: IoU impervious surface
verified: no, type: IoU
value: 39.981
name: IoU pervious surface
verified: no, type: IoU
value: 43.96
name: IoU bare soil
verified: no, type: IoU
value: 71.021
name: IoU water
verified: no, type: IoU
value: 61.981
name: IoU snow
verified: no, type: IoU
value: 36.862
name: IoU herbaceous vegetation
verified: no, type: IoU
value: 48.208
name: IoU agricultural land
verified: no, type: IoU
value: 4.559
name: IoU plowed land
verified: no, type: IoU
value: 42.06
name: IoU vineyard
verified: no, type: IoU
value: 58.671
name: IoU deciduous
verified: no, type: IoU
value: 52.946
name: IoU coniferous
verified: no, type: IoU
value: 18.069
name: IoU brushwood
verified: no
library_name: pytorch-lightning
Likes: 2 | All-time downloads: 0
Created: 2025-06-02 17:24:43