Image Similarity Search
5 papers with code • 0 benchmarks • 1 datasets
Image credit: The 2021 Image Similarity Dataset and Challenge
Benchmarks
These leaderboards are used to track progress in Image Similarity Search
Libraries
Use these libraries to find Image Similarity Search models and implementations
DISC21
Most implemented papers
Billion-scale similarity search with GPUs
Similarity search finds application in specialized database systems handling complex data such as images or videos, which are typically represented by high-dimensional features and require specific indexing structures.
Link and code: Fast indexing with graphs and compact regression codes
facebookresearch/faiss
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CVPR 2018
Similarity search approaches based on graph walks have recently attained outstanding speed-accuracy trade-offs, taking aside the memory requirements.
A Similarity Measure for Material Appearance
mlagunas/material-appearance-similarity
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We present a model to measure the similarity in appearance between different materials, which correlates with human similarity judgments.
E-LPIPS: Robust Perceptual Image Similarity via Random Transformation Ensembles
mkettune/elpips
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It has been recently shown that the hidden variables of convolutional neural networks make for an efficient perceptual similarity metric that accurately predicts human judgment on relative image similarity assessment.
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News
nguyenvo09/EMNLP2020
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EMNLP 2020
The search can directly warn fake news posters and online users (e. g. the posters' followers) about misinformation, discourage them from spreading fake news, and scale up verified content on social media.
