johnlockejrr/medieval-manuscript-yolov11-seg

Source: 🤗object-detectionmit938 MBother✓ 15 checksumsupdated 588d ago

CommentsShare your thoughts and shape the future of sovereign AI.

@johnlockejrr is unclaimedSign in with the matching Hugging Face account or an organization member account to verify this handle.Claim @johnlockejrr

Files and sources

SourceAvailable on 🤗

Checksums15 recorded

TorrentNot listed

SwarmNot checked

Source revision: 2c9bcc3a64e3…
Witnessed: 7 Nov 2026, 12:09 UTC
Weight files: 15
Model size: 938 MB
Downloads · last month: 0
Publisher: Unclaimed

Weights

Original

Weights938 MB
15 files
medieval-yolo11x-seg.pt 125 MByolo11x-seg-gpt7.pt 125 MBms_yolo11x-seg2-swin_t.pt 125 MBms_yolo11x-seg3-swin_t-fpn.pt 125 MBmedieval-yolo11l-seg.pt 56 MBmedieval-yolo11m-seg.pt 45 MBmedieval_zones-yolo11m-seg.pt 45 MBms_yolo11m-seg6-convnext_tiny.pt 45 MByolo11m-seg-gpt.pt 45 MBmedieval_lines-yolo11m-seg.pt 45 MBms_yolo11m-seg4-YTG.pt 45 MBms_yolo11m-seg5-swin_t.pt 45 MBmedieval-yolo11m.pt 41 MBmedieval-yolo11s-seg.pt 21 MBmedieval-yolo11n-seg.pt 6 MB

Family

↑ Finetuned from Ultralytics/YOLO11

This a collection of YOLOv11 segmentation 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	0.219	0.337	0.238
YOLOv11-Small	0.242	0.385	0.242
YOLOv11-Medium	0.259	0.411	0.261
YOLOv11-Large	0.257	0.409	0.269
YOLOv11-XLarge	0.243	0.383	0.236

Per-Class mAP50-95 Metrics

Class	YOLOv11-Nano	YOLOv11-Small	YOLOv11-Medium	YOLOv11-Large	YOLOv11-XLarge
MainZone	0.831	0.836	0.846	0.854	0.865
DefaultLine	0.743	0.770	0.786	0.785	0.776
RunningTitleZone	0.024	0.074	0.058	0.076	0.097
MarginTextZone	0.129	0.169	0.199	0.177	0.164
NumberingZone	0.083	0.106	0.119	0.122	0.127
HeadingLine	0.269	0.282	0.292	0.316	0.292
DropCapitalZone	0.379	0.394	0.391	0.448	0.399
QuireMarksZone	0.051	0.139	0.162	0.184	0.184
TitlePageZone	0.000	0.000	0.000	0.000	0.000
InterlinearLine	0.018	0.041	0.146	0.085	0.114
MusicLine	0.219	0.242	0.259	0.257	0.243
StampZone	0.185	0.223	0.304	0.261	0.244
DropCapitalLine	0.198	0.214	0.191	0.186	0.039
GraphicZone	0.371	0.382	0.387	0.364	0.338
DamageZone	0.000	0.000	0.000	0.000	0.000
DigitizationArtefactZone	0.219	0.242	0.259	0.257	0.243
SealZone	0.000	0.000	0.000	0.000	0.000
MusicZone	0.219	0.242	0.259	0.257	0.243

Plot (YOLOv11-XLarge)

Project link

catmus-yolo

Weights

Original

Weights938 MB
15 files
medieval-yolo11x-seg.pt 125 MByolo11x-seg-gpt7.pt 125 MBms_yolo11x-seg2-swin_t.pt 125 MBms_yolo11x-seg3-swin_t-fpn.pt 125 MBmedieval-yolo11l-seg.pt 56 MBmedieval-yolo11m-seg.pt 45 MBmedieval_zones-yolo11m-seg.pt 45 MBms_yolo11m-seg6-convnext_tiny.pt 45 MByolo11m-seg-gpt.pt 45 MBmedieval_lines-yolo11m-seg.pt 45 MBms_yolo11m-seg4-YTG.pt 45 MBms_yolo11m-seg5-swin_t.pt 45 MBmedieval-yolo11m.pt 41 MBmedieval-yolo11s-seg.pt 21 MBmedieval-yolo11n-seg.pt 6 MB

Seed this model

Have the files? Submit a torrent.

Submit a torrent

Package the files with one command

Have the complete files and permission to share them? Replace the example folder path. The script checks the files, makes a torrent and submits its magnet and checksums. Keep your torrent client seeding. Get your community key from your settings, and read the script before running it.

curl -fsSL https://pirateface.co/package.sh | bash -s -- --repo johnlockejrr/medieval-manuscript-yolov11-seg ./model-folder