Model: IGNF/FLAIR-INC_rgb_12cl_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_rgbie_12cl_resnet34-unet
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR/
type: earth-observation-dataset
metrics: name: mIoU
type: mIoU
value: 60.706
verified: no, name: Overall Accuracy
type: OA
value: 75.238
verified: no, name: Fscore
type: Fscore
value: 74.336
verified: no, name: Precision
type: Precision
value: 75.14
verified: no, name: Recall
type: Recall
value: 74.257
verified: no, name: IoU Buildings
type: IoU
value: 79.007
verified: no, name: IoU Pervious surface
type: IoU
value: 53.805
verified: no, name: IoU Impervious surface
type: IoU
value: 72.274
verified: no, name: IoU Bare soil
type: IoU
value: 61.068
verified: no, name: IoU Water
type: IoU
value: 83.352
verified: no, name: IoU Coniferous
type: IoU
value: 55.612
verified: no, name: IoU Deciduous
type: IoU
value: 69.265
verified: no, name: IoU Brushwood
type: IoU
value: 28.487
verified: no, name: IoU Vineyard
type: IoU
value: 75.632
verified: no, name: IoU Herbaceous vegetation
type: IoU
value: 50.723
verified: no, name: IoU Agricultural land
type: IoU
value: 56.752
verified: no, name: IoU Plowed land
type: IoU
value: 42.49
verified: no
pipeline_tag: image-segmentation
Likes: 4 | All-time downloads: 0
Created: 2024-02-24 02:08:11