Model: IGNF/FLAIR-HUB_LC-A_IR_convnextv2base-unet
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_convnextv2base-unet
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR-HUB/
type: earth-observation-dataset
metrics: type: mIoU
value: 64.162
name: mIoU
verified: no, type: OA
value: 77.166
name: Overall Accuracy
verified: no, type: IoU
value: 84.153
name: IoU building
verified: no, type: IoU
value: 76.218
name: IoU greenhouse
verified: no, type: IoU
value: 61.59
name: IoU swimming pool
verified: no, type: IoU
value: 75.239
name: IoU impervious surface
verified: no, type: IoU
value: 56.174
name: IoU pervious surface
verified: no, type: IoU
value: 63.016
name: IoU bare soil
verified: no, type: IoU
value: 88.96
name: IoU water
verified: no, type: IoU
value: 72.539
name: IoU snow
verified: no, type: IoU
value: 54.219
name: IoU herbaceous vegetation
verified: no, type: IoU
value: 57.088
name: IoU agricultural land
verified: no, type: IoU
value: 36.271
name: IoU plowed land
verified: no, type: IoU
value: 77.468
name: IoU vineyard
verified: no, type: IoU
value: 71.327
name: IoU deciduous
verified: no, type: IoU
value: 60.427
name: IoU coniferous
verified: no, type: IoU
value: 29.305
name: IoU brushwood
verified: no
library_name: pytorch
Likes: 4 | All-time downloads: 0
Created: 2025-06-02 15:06:12