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ai-inspector-callout-detection – AI Model by shadrack20s | AlphaNeural AI

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shadrack20s/
ai-inspector-callout-detection

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object-detection

engineering-drawings

callout-detection

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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

python

from ultralytics import YOLO
model = YOLO("hf://shadrack20s/ai-inspector-callout-detection/callout_v2_yolo11s-obb_best.pt")
results = model("drawing.png")