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Image Similarity Using Deep Ranking

🖼️ PyTorch implementation of "Learning Fine-grained Image Similarity with Deep Ranking" (arXiv:1404.4661)
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4 years ago
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Alternatives To Image Similarity Using Deep Ranking
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Perceptualsimilarity3,134pypi lpips} Downloads284 months ago5August 25, 202150bsd-2-clausePython
LPIPS metric. pip install lpips
Pytorch Ssim1,741
5 months ago1August 22, 201732otherPython
pytorch structural similarity (SSIM) loss
Piq1,054pypi piq} Downloads510 months ago13July 04, 202333apache-2.0Python
Measures and metrics for image2image tasks. PyTorch.
Facial Similarity With Siamese Networks In Pytorch620
4 years ago8mitJupyter Notebook
Implementing Siamese networks with a contrastive loss for similarity learning
Simgnn540
a year ago2gpl-3.0Python
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
Similarities495pypi similarities} Downloads13 months ago18November 15, 20231apache-2.0Python
Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。
Piqa345pypi piqa} Downloads16 months ago16October 30, 2023mitPython
PyTorch Image Quality Assessement package
Graph Matching Networks223
9 months ago1otherPython
PyTorch implementation of Graph Matching Networks, e.g., Graph Matching with Bi-level Noisy Correspondence (ICCV 2023), Graph Matching Networks for Learning the Similarity of Graph Structured Objects (ICML 2019).
Deep Semantic Similarity Model Pytorch168
4 years ago1mitPython
My PyTorch implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.
Image_similarity156
2 years ago2apache-2.0Python
PyTorch Blog Post On Image Similarity Search
Alternatives To Image Similarity Using Deep Ranking
Select To Compare
Perceptualsimilarity ⭐ 3,134
LPIPS metric. pip install lpips
dependent packages 28total releases 5most recent commit 4 months agopypi lpips} Downloads
Pytorch Ssim ⭐ 1,741
pytorch structural similarity (SSIM) loss
total releases 1most recent commit 5 months ago
Piq ⭐ 1,054
Measures and metrics for image2image tasks. PyTorch.
dependent packages 5total releases 13most recent commit 10 months agopypi piq} Downloads
Piqa ⭐ 345
PyTorch Image Quality Assessement package
dependent packages 1total releases 16most recent commit 6 months agopypi piqa} Downloads


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Image Similarity Using Deep Ranking vs Piqa
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