Model: IGNF/FLAIR-HUB_LC-A_RGB_swinlarge-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
model-index: name: FLAIR-HUB_LC-A_RVB_swinlarge-upernet
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR-HUB/
type: earth-observation-dataset
metrics: type: mIoU
value: 63.356
name: mIoU
verified: no, type: OA
value: 76.954
name: Overall Accuracy
verified: no, type: IoU
value: 83.972
name: IoU building
verified: no, type: IoU
value: 77.247
name: IoU greenhouse
verified: no, type: IoU
value: 61.59
name: IoU swimming pool
verified: no, type: IoU
value: 75.642
name: IoU impervious surface
verified: no, type: IoU
value: 57.941
name: IoU pervious surface
verified: no, type: IoU
value: 63.61
name: IoU bare soil
verified: no, type: IoU
value: 90.07
name: IoU water
verified: no, type: IoU
value: 54.777
name: IoU snow
verified: no, type: IoU
value: 53.235
name: IoU herbaceous vegetation
verified: no, type: IoU
value: 57.935
name: IoU agricultural land
verified: no, type: IoU
value: 38.391
name: IoU plowed land
verified: no, type: IoU
value: 78.814
name: IoU vineyard
verified: no, type: IoU
value: 69.909
name: IoU deciduous
verified: no, type: IoU
value: 59.468
name: IoU coniferous
verified: no, type: IoU
value: 30.173
name: IoU brushwood
verified: no
library_name: pytorch
Likes: 5 | All-time downloads: 0
Created: 2025-06-02 16:53:25