Model: IGNF/FLAIR-HUB_LC-A_RGB_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
library_name: pytorch
tags: semantic segmentation, pytorch, landcover
model-index: name: FLAIR-HUB_LC-A_RVB_swinbase-upernet
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR-HUB/
type: earth-observation-dataset
metrics: type: mIoU
value: 64.054
name: mIoU
verified: no, type: OA
value: 76.784
name: Overall Accuracy
verified: no, type: IoU
value: 83.769
name: IoU building
verified: no, type: IoU
value: 77.891
name: IoU greenhouse
verified: no, type: IoU
value: 61.59
name: IoU swimming pool
verified: no, type: IoU
value: 75.029
name: IoU impervious surface
verified: no, type: IoU
value: 56.972
name: IoU pervious surface
verified: no, type: IoU
value: 65.214
name: IoU bare soil
verified: no, type: IoU
value: 90.08
name: IoU water
verified: no, type: IoU
value: 67.767
name: IoU snow
verified: no, type: IoU
value: 52.851
name: IoU herbaceous vegetation
verified: no, type: IoU
value: 56.529
name: IoU agricultural land
verified: no, type: IoU
value: 37.34
name: IoU plowed land
verified: no, type: IoU
value: 78.876
name: IoU vineyard
verified: no, type: IoU
value: 70.071
name: IoU deciduous
verified: no, type: IoU
value: 58.948
name: IoU coniferous
verified: no, type: IoU
value: 30.973
name: IoU brushwood
verified: no
Likes: 1 | All-time downloads: 0
Created: 2025-06-02 16:49:58