Model: DimitrisMantas/RoofSense
Author: DimitrisMantas
Pipeline: image-segmentation
Library: segmentation-models-pytorch
Tags: segmentation-models-pytorch, safetensors, aerial-imagery, lidar, data-fusion, roofing-materials, roofing-material-classification, semantic-segmentation, image-segmentation, dataset:DimitrisMantas/RoofSense, arxiv:1910.09700, base_model:timm/resnet18d.ra2_in1k, base_model:merge:timm/resnet18d.ra2_in1k, license:cc-by-4.0, model-index, region:us
Base models (merge): id: timm/resnet18d.ra2_in1k
Card metadata: base_model: timm/resnet18d.ra2_in1k
base_model_relation: merge
datasets: DimitrisMantas/RoofSense
library_name: segmentation-models-pytorch
license: cc-by-4.0
metrics: accuracy, confusion_matrix, f1, mean_iou, precision, recall
model-index: name: RoofSense
results: dataset: name: RoofSense
type: DimitrisMantas/RoofSense
metrics: name: Average Accuracy
type: accuracy
value: 0.8499
verified: no, name: Overall Accuracy
type: accuracy
value: 0.9113
verified: no, name: Average Precision
type: precision
value: 0.842
verified: no, name: mIoU
type: mean_iou
value: 0.7474
verified: no
task: name: Semantic Segmentation
type: image-segmentation
pipeline_tag: image-segmentation
tags: aerial-imagery, lidar, data-fusion, roofing-materials, roofing-material-classification, semantic-segmentation
Likes: 0 | All-time downloads: 13
Created: 2025-04-23 09:27:36