Extract individual assets from images as transparent PNGs. Zero ML models, pure classical CV. This is used in pdf2ppt online tool pxGenius.ai
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Mar 23, 2026 - Python
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classical-cv
Here are 9 public repositories matching this topic...
Classical (non-ML) facial landmark detection in C++ using OpenCV. Detects eyes and mouth on face images using four approaches, evaluated on the MTFL dataset with Normalized Mean Error (NME).
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May 27, 2026 - C++
Reproducible classical computer-vision pipeline for low-light image enhancement with CLI execution and clean per-run evaluation.
python computer-vision image-processing machine-learning-engineering image-enhancement low-light classical-cv
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Jan 29, 2026 - Jupyter Notebook
Computer vision framework for multi-temporal Amazon deforestation detection using satellite imagery. Analyzes forest loss patterns, detects acceleration trends, and identifies critical periods. Features 3 detection algorithms, comprehensive testing, and validation with 20 years of real Amazon data.
python computer-vision image-segmentation machine-learning-engineering change-detection environmental-analysis classical-cv
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Jan 20, 2026 - Jupyter Notebook
Classical computer vision approach to lane detection using Canny edge detection and Hough transform
python opencv computer-vision image-processing autonomous-driving lane-detection hough-transform canny-edge-detection classical-cv
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Nov 26, 2025 - Python
A research-grade masterclass rebuilding the entire Computer Vision stack from first principles. No OpenCV, no PyTorch—just pure math and NumPy. Implements custom convolutions, Canny edge detection, eigenvalue-based Harris corners, Lucas–Kanade optical flow, and a CNN layer with full backward passes from scratch.
computer-vision image-processing cnn neural-networks optical-flow mathematical feature-matching cnn-from-scratch canny-edge-detector classical-cv convolution-from-scratch
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May 27, 2026 - Jupyter Notebook
Interactive image editing toolkit built with Python and OpenCV, showcasing core classical computer vision operations using real-time trackbars.
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Dec 26, 2025
Classical machine vision system for automated geometric inspection of gear wheels. Measures 11 parameters from 2 camera views. Built as the Implement phase of a DMAIC noise reduction project for wiper motor manufacturing. Python + OpenCV. No deep learning.
python opencv quality-control computer-vision image-processing machine-vision mechatronics dmaic classical-cv gear-inspection
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May 18, 2026 - Python
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