GitHub - maciej3031/shell_logo_detection: Python Jupyter Notebook Application that detects Shell Company logo in the pictures using HOG + SVM. · GitHub

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shell_logo_detection

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Python Jupyter Notebook Application that detects Shell Company logo in the pictures using HOG + SVM.

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Name		Name	Last commit message	Last commit date
data		data
.gitignore		.gitignore
README.md		README.md
Report.pdf		Report.pdf
shell_logo_detection.ipynb		shell_logo_detection.ipynb

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SHELL LOGO DETECTION

Algorithm: Histogram Equalization + HOG (Histogram of Oriented Gradients) + SVM (Support Vector Machine)

Dataset: 7 500 pictures of Shell Logo and 7 500 pictures of different objects

Main libraries: numpy and opencv

Includes own implementation of Canny, HOG and Histogram Equalization

SAMPLE RESULTS

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Python Jupyter Notebook Application that detects Shell Company logo in the pictures using HOG + SVM.

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