Model: IGNF/FLAIR-INC_rgbie_15cl_resnet34-unet
Author: IGNF
Pipeline: image-segmentation
Tags: segmentation, pytorch, aerial imagery, landcover, IGN, image-segmentation, arxiv:2211.12979, license:etalab-2.0, model-index, region:us
Card metadata: license: etalab-2.0
tags: segmentation, pytorch, aerial imagery, landcover, IGN
model-index: name: FLAIR-INC_RVBIE_unetresnet34_15cl_norm
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR/
type: earth-observation-dataset
metrics: name: mIoU
type: mIoU
value: 58.625
verified: no, name: Overall Accuracy
type: OA
value: 76.371
verified: no, name: Fscore
type: Fscore
value: 72.435
verified: no, name: Precision
type: Precision
value: 74.302
verified: no, name: Recall
type: Recall
value: 72.489
verified: no, name: IoU Buildings
type: IoU
value: 82.631
verified: no, name: IoU Pervious surface
type: IoU
value: 53.235
verified: no, name: IoU Impervious surface
type: IoU
value: 74.174
verified: no, name: IoU Bare soil
type: IoU
value: 60.396
verified: no, name: IoU Water
type: IoU
value: 87.589
verified: no, name: IoU Coniferous
type: IoU
value: 46.35
verified: no, name: IoU Deciduous
type: IoU
value: 67.447
verified: no, name: IoU Brushwood
type: IoU
value: 30.235
verified: no, name: IoU Vineyard
type: IoU
value: 82.925
verified: no, name: IoU Herbaceous vegetation
type: IoU
value: 55.028
verified: no, name: IoU Agricultural land
type: IoU
value: 52.015
verified: no, name: IoU Plowed land
type: IoU
value: 40.839
verified: no, name: IoU Swimming pool
type: IoU
value: 48.443
verified: no, name: IoU Greenhouse
type: IoU
value: 39.445
verified: no
pipeline_tag: image-segmentation
Likes: 10 | All-time downloads: 0
Created: 2024-02-01 08:56:27