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ai-inspector-callout-detection
shadrack20s/ai-inspector-callout-detection
ai-inspector-callout-detection is a object detection model from shadrack20s. Use it when you need objects located in an image. The card lists the license as apache-2.0.
YOLO11s-OBB model finetuned for engineering drawing callout detection.
Access
Public
Updated Feb 5, 2026
Repo size
41.2 MB
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.pt41.2 MB · 100%
At a glance
- Task
- Object Detection
- License
- apache-2.0
- Access
- Public
- Created
- Feb 5, 2026
- Updated
- Feb 5, 2026
- SHA
- be362ec3
Model card
From the Hugging Face model README
callout_v2_yolo11s-obb
YOLO11s-OBB model finetuned for engineering drawing callout detection.
Classes
- Hole (idx 0) — diameter callouts
- TappedHole (idx 1) — thread callouts
- Fillet (idx 4) — radius callouts
- Chamfer (idx 5) — chamfer callouts
Training
- Base model: yolo11s-obb.pt
- Dataset: Roboflow ai-inspector-callout-detection v3
- Epochs: 150 (with early stopping)
- Image size: 1024
- Augmentation: Drawing-safe (no flip, no hue/sat)
Usage
from ultralytics import YOLO
model = YOLO("hf://shadrack20s/ai-inspector-callout-detection/callout_v2_yolo11s-obb_best.pt")
results = model("drawing.png")
- Task
- Object Detection
- License
- apache-2.0
- Created
- Feb 5, 2026
- Updated
- Feb 5, 2026