Model: IGNF/FLAIR-HUB_LC-A_IR_swinbase-upernet
Author: IGNF
Pipeline: image-segmentation
Library: pytorch
Tags: pytorch, semantic segmentation, landcover, image-segmentation, dataset:IGNF/FLAIR-HUB, 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-A_swinbase-upernet
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR-HUB/
type: earth-observation-dataset
metrics: type: mIoU
value: 64.131
name: mIoU
verified: no, type: OA
value: 77.453
name: Overall Accuracy
verified: no, type: IoU
value: 83.859
name: IoU building
verified: no, type: IoU
value: 78.385
name: IoU greenhouse
verified: no, type: IoU
value: 61.59
name: IoU swimming pool
verified: no, type: IoU
value: 75.696
name: IoU impervious surface
verified: no, type: IoU
value: 57.171
name: IoU pervious surface
verified: no, type: IoU
value: 62.939
name: IoU bare soil
verified: no, type: IoU
value: 90.35
name: IoU water
verified: no, type: IoU
value: 63.381
name: IoU snow
verified: no, type: IoU
value: 54.34
name: IoU herbaceous vegetation
verified: no, type: IoU
value: 57.135
name: IoU agricultural land
verified: no, type: IoU
value: 34.85
name: IoU plowed land
verified: no, type: IoU
value: 77.743
name: IoU vineyard
verified: no, type: IoU
value: 71.732
name: IoU deciduous
verified: no, type: IoU
value: 62.603
name: IoU coniferous
verified: no, type: IoU
value: 30.189
name: IoU brushwood
verified: no
library_name: pytorch
datasets: IGNF/FLAIR-HUB
Likes: 2 | All-time downloads: 0
Created: 2025-06-02 16:29:15