Model: Yifeng-Liu/rt-detr-finetuned-for-satellite-image-roofs-detection
Author: Yifeng-Liu
Pipeline: object-detection
Library: transformers
Tags: transformers, safetensors, rt_detr, object-detection, remote sensing, object detection, dataset:keremberke/satellite-building-segmentation, base_model:PekingU/rtdetr_r101vd_coco_o365, base_model:finetune:PekingU/rtdetr_r101vd_coco_o365, license:mit, model-index, endpoints_compatible, deploy:azure, region:us
Base models (finetune): id: PekingU/rtdetr_r101vd_coco_o365
Card metadata: base_model: PekingU/rtdetr_r101vd_coco_o365
datasets: keremberke/satellite-building-segmentation
library_name: transformers
license: mit
metrics: Average Precision (AP), Average Recall (AR)
pipeline_tag: object-detection
tags: remote sensing, object detection
widget: src: https://huggingface.co/Yifeng-Liu/rt-detr-finetuned-for-satellite-image-roofs-detection/resolve/main/img.png
output: url: https://huggingface.co/Yifeng-Liu/rt-detr-finetuned-for-satellite-image-roofs-detection/resolve/main/img.png
model-index: name: rt-detr-finetuned-for-satellite-image-roofs-detection
results: task: type: object-detection
dataset: name: keremberke/satellite-building-segmentation
type: image-segmentation
metrics: type: AP (IoU=0.50:0.95)
value: 0.434
name: AP @ IoU=0.50:0.95 | area=all | maxDets=100
verified: no, type: AP (IoU=0.50)
value: 0.652
name: AP @ IoU=0.50 | area=all | maxDets=100
verified: no, type: AP (IoU=0.75)
value: 0.464
name: AP @ IoU=0.75 | area=all | maxDets=100
verified: no, type: AP (IoU=0.50:0.95) small objects
value: 0.248
name: AP @ IoU=0.50:0.95 | area=small | maxDets=100
verified: no, type: AP (IoU=0.50:0.95) medium objects
value: 0.51
name: AP @ IoU=0.50:0.95 | area=medium | maxDets=100
verified: no, type: AP (IoU=0.50:0.95) large objects
value: 0.632
name: AP @ IoU=0.50:0.95 | area=large | maxDets=100
verified: no, type: AR (IoU=0.50:0.95) maxDets=1
value: 0.056
name: AR @ IoU=0.50:0.95 | area=all | maxDets=1
verified: no, type: AR (IoU=0.50:0.95) maxDets=10
value: 0.328
name: AR @ IoU=0.50:0.95 | area=all | maxDets=10
verified: no, type: AR (IoU=0.50:0.95) maxDets=100
value: 0.519
name: AR @ IoU=0.50:0.95 | area=all | maxDets=100
verified: no, type: AR (IoU=0.50:0.95) small objects
value: 0.337
name: AR @ IoU=0.50:0.95 | area=small | maxDets=100
verified: no, type: AR (IoU=0.50:0.95) medium objects
value: 0.601
name: AR @ IoU=0.50:0.95 | area=medium | maxDets=100
verified: no, type: AR (IoU=0.50:0.95) large objects
value: 0.714
name: AR @ IoU=0.50:0.95 | area=large | maxDets=100
verified: no
Likes: 17 | All-time downloads: 26982
Created: 2024-09-03 08:30:42