Sobel edge detection implemented on PyTorch
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Aug 26, 2020 - Python
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sobel-edge-detection
Here are 15 public repositories matching this topic...
This repository contains projects related to various aspects of image processing, from basic operations to advanced techniques like active contours. Examples and case studies focus on applications in medical imaging.
edge-detection erosion hough-transform digital-image-processing dilation non-maximum-suppression laplacian-filter morphological-image-processing texture-segmentation power-law frequency-domain-filtering affine-transformations alpha-trimmed-mean-filter sobel-edge-detection
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Sep 19, 2023 - Jupyter Notebook
Coding computer vision related algorithms from "scratch".
affine-transformation canny-edge-detection perspective-transformation histogram-equalization gaussian-blur rotate-image adaptive-thresholding otsu-thresholding sobel-edge-detection
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Jun 9, 2024 - Jupyter Notebook
Sobel is first order or gradient based edge operator for images and it is implemented using verilog.
algorithm image-processing edge verilog gradient masks sobel detect-edges sobel-operator sobel-edge-detector edge-operator gradient-approximations sobel-edge-detection
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Dec 16, 2020 - Verilog
The project presents a comparative study of Brain Tumor Segmentation using 3 approaches - 1) Sobel Operator and U-Net, 2) V-Net, 3) W-Net
deep-learning image-processing segmentation convolutional-neural-networks unet convolutional-neural-network skip-connections brain-tumor-segmentation unet-image-segmentation unet-keras unet-tensorflow unet-model unet-segmentation vnet2d sobel-operator wnet resblock sobel-edge-detection vnet-segmentation
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Oct 11, 2021 - Jupyter Notebook
A fast and customizable p5.js ascii renderer with edge detection utilizing GLSL shaders
javascript webgl creative-coding ascii glsl ascii-art ascii-graphics p5js glsl-shader sobel ascii-art-generator sobel-filter ascii-art-conversion ascii-art-converter sobel-edge-detector sobel-edge-detection
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Jul 30, 2024 - JavaScript
Arithmetic Mean Filtering and Edge Detection for Video from Scratch
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Aug 22, 2021 - Python
Neural Style Transfer implementation for images and videos using Tensorflow2.
images kaggle videos cv2 fast-style-transfer neural-style-transfer custom-model tensorflow-hub tensorflow2 custom-loss-functions gradient-tape sobel-edge-detection total-variation-loss
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May 26, 2021 - Jupyter Notebook
Computer Graphics Lab topics
image-processing histogram-equalization imagerotate imageconversion edgedetection prewitt-edge-detector sobel-edge-detection imagehistogram robertedgedetection
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Dec 17, 2021 - Jupyter Notebook
Project Akhir Pengolahan Citra Semester 5 Tahun 2022
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Jan 20, 2023 - JavaScript
Edge detection algorithms comparison
canny-edge-detection prewitt-edge-detector sobel-edge-detection laplacian-edge-detection roberts-edge-detection
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Aug 17, 2025 - Python
A simple yet powerful image processing pipeline that supports grayscale conversion, Gaussian blur, Sobel edge detection, Canny edge detection, and histogram visualization.
python opencv numpy grayscale canny-edge-detection gaussian-blur gaussia sobel-edge-detection histogram-visualization
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Jun 9, 2025 - Python
Edge Detection in MatLab for Embedded Systems
raspberry-pi computer-vision microcontrollers matlab image-processing embedded-systems edge-detection sobel-filters sobel-edge-detection
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May 7, 2022
High-performance GPU implementations of Gaussian Blur and Sobel Edge Detection with CUDA, featuring optimized memory usage, benchmarking, and visualization of speedups over CPU.
computer-vision cpp gpu parallel-computing cuda image-processing high-performance-computing gpu-acceleration shared-memory gaussian-blur sobel-edge-detection
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Oct 21, 2025 - Cuda
🧠 Segment brain tumors accurately using a 2D U-Net model in PyTorch with the BraTS 2020 dataset for efficient evaluation and visualization.
computer-vision matlab keras image-processing health unet convolutional-neural-network hacktoberfest resnet-50 3d-segmentation unet-image-segmentation unet-model unet-segmentation vnet2d 3dunet hacktoberfest-2020 sobel-edge-detection vnet-segmentation
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Oct 30, 2025 - Python
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