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The Top 11 Superpixel Algorithms Open Source Projects

Open source projects categorized as Superpixel Algorithms
Categories > Superpixel Algorithms
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
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
Fast Slic ⭐ 96
20x Real-time superpixel SLIC Implementation with CPU
most recent commit 3 years ago
Seeds Revised ⭐ 40
Implementation of the superpixel algorithm called SEEDS [1].
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
Nyu Depth V2 Tools ⭐ 14
Tools used in [2] to pre-process the ground truth segmentations to evaluate superpixel algorithms.
most recent commit 5 years ago
Superpixels Segmentation ⭐ 13
Research internship - Image segmentation by superpixels based on PyTorch
most recent commit 3 years ago
Vlfeat Slic Example ⭐ 11
Example of using VLFeat's SLIC implementation from C++.
most recent commit 8 years ago
Graph Based Image Segmentation ⭐ 7
Graph-Based Image Segmentation in Rust
total releases 3most recent commit 7 months ago
Bachelor Thesis Superpixels ⭐ 7
Bachelor thesis "Superpixel Segmentation using Depth Information", including a thorough comparison of several state-of-the-art superpixel algorithms.
most recent commit 5 years ago
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