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The Top 23 Superpixels Open Source Projects

Open source projects categorized as Superpixels
Categories > Superpixels
Fire Detection Cnn ⭐ 376
real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)
most recent commit 3 years ago
Superpixel Benchmark ⭐ 372
An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.
most recent commit 4 months ago
Superpixel_fcn ⭐ 297
[CVPR‘20] SpixelFCN: Superpixel Segmentation with Fully Convolutional Network
most recent commit 2 years ago
Pyimsegm ⭐ 289
Image segmentation - general superpixel segmentation & center detection & region growing
most recent commit 2 years ago
Ssn_superpixels ⭐ 232
Superpixel Sampling Networks (ECCV2018)
most recent commit 5 years ago
Superpixels Revisited ⭐ 200
Library containing 7 state-of-the-art superpixel algorithms with a total of 9 implementations used for evaluation purposes in [1] utilizing an extended version of the Berkeley Segmentation Benchmark.
most recent commit 5 years ago
Super Bpd ⭐ 116
Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation (CVPR 2020)
most recent commit 4 years ago
Pottslab ⭐ 105
Unsupervised multilabel image segmentation (color/gray/multichannel) based on the Potts model (aka piecewise constant Mumford-Shah model)
most recent commit 5 months ago
Fast Slic ⭐ 96
20x Real-time superpixel SLIC Implementation with CPU
most recent commit 3 years ago
Seal ⭐ 72
Learning Superpixels with Segmentation-Aware Affinity Loss
most recent commit 5 years ago
Openimager ⭐ 52
Image processing Toolkit in R
dependent packages 11total releases 31most recent commit 10 months ago
Bmvc_2019 ⭐ 41
PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"
most recent commit 4 years ago
Seeds Revised ⭐ 40
Implementation of the superpixel algorithm called SEEDS [1].
most recent commit 5 years ago
Superstylenet ⭐ 26
SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder (BMVC 2021)
most recent commit 2 years ago
Superpixel Align ⭐ 25
Official implementation of "Minimizing Supervision for Free-space Segmentation" paper
most recent commit 5 years ago
Extended Berkeley Segmentation Benchmark ⭐ 24
Extended version of the Berkeley Segmentation Benchmark [1] used for evaluation in [2].
most recent commit 5 years ago
Graph Based Image Segmentation ⭐ 24
Implementation of efficient graph-based image segmentation as proposed by Felzenswalb and Huttenlocher [1] that can be used to generate oversegmentations.
most recent commit 5 years ago
Pysnic ⭐ 23
Python implementation of the SNIC superpixels algorithm
total releases 3most recent commit 3 years ago
Augmennt ⭐ 22
Augmentations for Neural Networks. Implementation of Torchvision's transforms using OpenCV and additional augmentations for super-resolution, restoration and image to image translation.
most recent commit 3 years ago
Superpixelrefinement ⭐ 21
Superpixel-based Refinement for Object Proposal Generation (ICPR 2020)
most recent commit 2 years ago
Superpixels Segmentation Gui Opencv ⭐ 20
Superpixels segmentation algorithms with QT and OpenCV, with a nice GUI to colorize the cells
most recent commit 2 years ago
Maskslic ⭐ 18
Simple linear iterative clustering (SLIC) in a region of interest (ROI)
most recent commit 7 years ago
Graph_classification ⭐ 16
Training GNNs with PyTorch Lightning: Open Graph Benchmarks and image classification from superpixels
most recent commit 2 years ago
The 3 Latest Releases In Superpixels Open Source Projects
Openimager ⭐ 52
Image processing Toolkit in R
dependent packages 11total releases 31latest release July 08, 2023most recent commit 10 months ago
Graph Based Image Segmentation ⭐ 7
Graph-Based Image Segmentation in Rust
total releases 3latest release May 25, 2023most recent commit 7 months ago
Pysnic ⭐ 23
Python implementation of the SNIC superpixels algorithm
total releases 3latest release March 05, 2021most recent commit 3 years ago
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