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Local / ExperimentalComputer Vision · Machine Learning · Prototype· 2023
CV Bottle Scanner (Exploration)
Curved-Surface Computer Vision & Optical Character Recognition
Status details: Local research experiment on cylindrical surface unwarping
Experimental computer vision project exploring curved cylindrical surface OCR and barcode recognition on glass and plastic bottles under uneven ambient lighting and cylindrical distortion.
Technologies & Stack
PythonOpenCVNumPy
Architecture & Engineering Highlights
- Cylindrical surface unwarping algorithms using OpenCV geometric transforms.
- Preprocessing filters for glare removal and contrast enhancement on reflective plastic labels.
- Internal research study exploring packaging identification limits in mobile optics.