exVision

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7 repositories

exVision-BasicToolkit
Public
BasicToolkit is an intuitive image-processing and computer vision app that has the feel of Photoshop. It offers a range of processing techniques built from scratch, such as filtering, equalizing, active contouring, and more.
opencv computer-vision cv image-processing edge-detection thresholding hough-transform fourier-transform image-filters active-contour
Python
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MIT License
•0•1•0•0•Updated Dec 12, 2024Dec 12, 2024
exVision
Public
This repo contains a collection of desktop apps showcasing key concepts in computer vision
pca-analysis segmentation face-recognition face-detection edge-detection sift-algorithm hough-transform viola-jones region-growing-segmentation active-contour
0•0•0•0•Updated Nov 18, 2024Nov 18, 2024
exVision-AlgoSegment
Public
Desktop application incorporating different algorithmic segmentation techniques, specifically clustering and thresholding
algorithms image-processing segmentation image-segmentation thresholding clustering-algorithm region-growing-segmentation mean-shift k-means-clustering agglomerative-clustering
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Nov 9, 2024Nov 9, 2024
exVision-FacialSys
Public
Desktop application incorporating face detection using Viola-Jones classical technique as well as face recognition using PCA analysis.
pca-analysis dimensionality-reduction face-recognition face-detection svd covariance-matrix cascade-classifier eigenfaces haar-like-features pyqt5-desktop-application
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Nov 9, 2024Nov 9, 2024
exVision-FeatureCraft
Public
Desktop application incorporating classical feature engineering techniques including SIFT features and corners detection.
template-matching sift-algorithm feature-engineering scale-invariance feature-matching blob-detection rotation-invariant-features scale-space pyqt5-desktop-application template-matcher
Jupyter Notebook
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MIT License
•0•0•1•0•Updated Nov 9, 2024Nov 9, 2024
exVision-BasicToolkit-v2
Public archive
A PyQt desktop application for basic image processing techniques along with Jupyter notebook implementation for SNAKES and Hough transformation.
computer-vision pyqt5 image-processing desktop-application noise edge-detection thresholding hough-transform image-filtering active-contour
Jupyter Notebook
•0•0•0•0•Updated Oct 5, 2024Oct 5, 2024
exVision-BasicToolkit-v1
Public archive
A PyQt desktop application for basic image processing techniques along with Jupyter notebook implementation for SNAKES and Hough transformation.
computer-vision filter pyqt5 image-processing desktop-application noise edge-detection thresholding hough-transform snakes
Jupyter Notebook
•0•0•0•0•Updated Oct 5, 2024Oct 5, 2024