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torchvision · PIL · OpenCV · crops & segmentation projects

Final-year project topics built with torchvision · PIL · OpenCV · crops & segmentation — working builds, abstracts and honest quotation pricing.

Street-view house number photo with extracted digit crops and the recognised number displayed alongside
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House Number Recognition using SVHN

This project builds a digit-recognition pipeline that reads house numbers from street photos. A CNN digit classifier trained...

Matplotlib · Seaborn · training curves NumPy · scikit-learn · metrics & confusion matrix Flask · demo web app with image upload
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