Model: IGNF/FLAIR-INC_rgb_15cl_resnet34-deeplabv3
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_rgb_15cl_resnet34-deeplabv3
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR/
type: earth-observation-dataset
metrics: name: mIoU
type: mIoU
value: 58.093
verified: no, name: Overall Accuracy
type: OA
value: 74.887
verified: no, name: Fscore
type: Fscore
value: 72.331
verified: no, name: Precision
type: Precision
value: 72.577
verified: no, name: Recall
type: Recall
value: 73.39
verified: no, name: IoU Buildings
type: IoU
value: 74.671
verified: no, name: IoU Pervious surface
type: IoU
value: 52.89
verified: no, name: IoU Impervious surface
type: IoU
value: 69.452
verified: no, name: IoU Bare soil
type: IoU
value: 59.28
verified: no, name: IoU Water
type: IoU
value: 82.144
verified: no, name: IoU Coniferous
type: IoU
value: 55.443
verified: no, name: IoU Deciduous
type: IoU
value: 68.459
verified: no, name: IoU Brushwood
type: IoU
value: 28.215
verified: no, name: IoU Vineyard
type: IoU
value: 77.997
verified: no, name: IoU Herbaceous vegetation
type: IoU
value: 50.624
verified: no, name: IoU Agricultural land
type: IoU
value: 58.221
verified: no, name: IoU Plowed land
type: IoU
value: 43.881
verified: no, name: IoU Swimming pool
type: IoU
value: 38.207
verified: no, name: IoU Greenhouse
type: IoU
value: 53.815
verified: no
pipeline_tag: image-segmentation
Likes: 1 | All-time downloads: 0
Created: 2024-02-24 03:07:11