Hugging Face's logo

biglam
/
medieval-manuscript-yolov11

Object Detection
Latin
medieval
manuscripts
Model card Files Community
medieval-manuscript-yolov11 / README.md
wjbmattingly's picture
wjbmattingly
Update README.md
8f5eddd verified
preview code
|
raw
history blame contribute delete
1.95 kB
metadata
license: apache-2.0
datasets:
  - CATMuS/medieval-segmentation
language:
  - la
base_model:
  - Ultralytics/YOLO11
pipeline_tag: object-detection
tags:
  - medieval
  - manuscripts

This a collection of YOLOv11 models trained on the CATMuS Medieval Segmentation dataset which is a collection of various datasets that have SegmOnto XML markup.

YOLOv11 Model Evaluation Results

Overall Metrics

Model mAP50-95 mAP50 mAP75
YOLOv11-Nano 0.298 0.475 0.302
YOLOv11-Small 0.352 0.566 0.380
YOLOv11-Medium 0.368 0.576 0.392
YOLOv11-Large 0.389 0.599 0.405
YOLOv11-XLarge 0.370 0.586 0.393

Per-Class mAP50-95 Metrics

Class YOLOv11-Nano YOLOv11-Small YOLOv11-Medium YOLOv11-Large YOLOv11-XLarge
MarginTextZone 0.179 0.234 0.243 0.202 0.251
DefaultLine 0.727 0.738 0.758 0.763 0.759
MainZone 0.856 0.865 0.874 0.886 0.881
RunningTitleZone 0.390 0.465 0.461 0.497 0.398
NumberingZone 0.112 0.158 0.136 0.136 0.121
QuireMarksZone 0.024 0.156 0.128 0.216 0.165
HeadingLine 0.309 0.272 0.345 0.383 0.355
DropCapitalZone 0.253 0.286 0.350 0.313 0.324
StampZone 0.235 0.415 0.417 0.622 0.549
GraphicZone 0.338 0.356 0.374 0.349 0.356
InterlinearLine 0.032 0.075 0.128 0.118 0.122
DigitizationArtefactZone 0.298 0.352 0.368 0.389 0.370
DropCapitalLine 0.120 0.200 0.203 0.184 0.158
DamageZone 0.298 0.352 0.368 0.389 0.370
MusicLine 0.298 0.352 0.368 0.389 0.370
TitlePageZone 0.298 0.352 0.368 0.389 0.370
SealZone 0.298 0.352 0.368 0.389 0.370
MusicZone 0.298 0.352 0.368 0.389 0.370