A lightweight package to reliably detect bright visual signals (blobs) in variable lighting.
Project description
LumiBlob
LumiBlob is a lightweight Python package designed to reliably detect bright visual signals (blobs) in environments with highly variable lighting conditions.
Features
- Lighting normalization using CLAHE
- YOLOv8-based detection optimized for small objects
- Simple API for real-time processing
Installation
pip install lumiblob
Quick Start
from lumiblob import LumiBlob
detector = LumiBlob(model_path='best.pt')
results = detector.detect(frame)
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