Other AI Project · Python

opencv-document-scanner

A curated document scanner built using Python and OpenCV

Pop Alexandru@pop123-ux · Atlas 70.7 · #4= builder

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What it is

This repository provides a complete OpenCV-based document scanner that detects document boundaries in photos, applies perspective correction, and outputs enhanced scans in black-and-white, grayscale, or color modes. It includes a CLI, a reusable Python package, unit tests, and clear documentation.

computer-vision
document-scanner
opencv
portofolio
portofolio-project
project
python

Scored from the code at its last scan, 12 Oct 2026. How merit is scored

Where it counts

Computer Vision90%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

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2AlexNet-from-scratchArchitecture Reimplementation · Jupyter NotebookThe repository provides a from-scratch PyTorch implementation of the AlexNet convolutional neural network, including model definition, training loop, evaluation, and a pretrained checkpoint on the Imagenette dataset. It is intended as an educational reference and demonstration…60.5/100AdvancedPop AlexandruComputer Vision
3fourcast-livive-netEducational Implementation · JavaScriptThe repository provides an interactive web application that compares four computer vision architectures (HOG+SVM, custom CNN, transfer learning, and vision foundation models) for cat vs dog classification. It includes code for dataset creation, model training (from-scratch…59.1/100AdvancedJarad PeckenpaughComputer Vision
04opencv-document-scannerOther AI Project · Python54.1/100ImplementationPop AlexandruComputer Vision
05FootballNetML Application · Jupyter NotebookFootballNet is a system for tracking a football in video, estimating its 3D trajectory, and producing an annotated output video and trajectory CSV. It implements multiple detection methods (classical computer vision, a custom deep learning model, and YOLO) and includes training…48.2/100ImplementationSuceveanu Mircea Dan SanduComputer Vision
06background-subtractionEducational Implementation · Jupyter NotebookThe repository provides a Jupyter notebook that demonstrates and compares three OpenCV background subtraction algorithms (MOG, MOG2, GMG) on a sample surveillance video, accompanied by explanatory text in the README.42.1/100ImplementationPop AlexandruComputer Vision

What it is

Where it counts

Around it on the Computer Vision board

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