metadata
license: etalab-2.0
tags:
- pytorch
- segmentation
- point clouds
- aerial lidar scanning
- IGN
model-index:
- name: FRACTAL-LidarHD_7cl_randlanet
results:
- task:
type: semantic-segmentation
dataset:
name: IGNF/FRACTAL
type: point-cloud-segmentation-dataset
metrics:
- name: mIoU
type: mIoU
value: 77.2
- name: IoU Other
type: IoU
value: 48.1
- name: IoU Ground
type: IoU
value: 91.7
- name: IoU Vegetation
type: IoU
value: 93.7
- name: IoU Building
type: IoU
value: 90
- name: IoU Water
type: IoU
value: 90.8
- name: IoU Bridge
type: IoU
value: 63.5
- name: IoU Permanent Structure
type: IoU
value: 59.9