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Top 14 image-retrieval Open-Source Projects
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pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Person_reID_baseline_pytorch
:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
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towhee
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
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cnnimageretrieval-pytorch
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
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SaaSHub
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hardnet
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
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affnet
Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"
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Text2Poster-ICASSP-22
Official implementation of the ICASSP-2022 paper "Text2Poster: Laying Out Stylized Texts on Retrieved Images"
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HyperTag
HyperTag - Intuitive Knowledge Management WebApp & CLI for Humans using Deep Learning & Tags
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DOLG-pytorch
Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"
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tidy
Offline semantic Text-to-Image and Image-to-Image search on Android powered by quantized state-of-the-art vision-language pretrained CLIP model and ONNX Runtime inference engine (by slavabarkov)
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SISH
Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering (by mahmoodlab)
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SaaSHub
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Trace.moe
TIDY Text-to-Image Discovery: Offline semantic Text-to-Image and Image-to-Image search on Android
image-retrieval related posts
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Princess carry
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Anime Scene Search Engine
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Help with image origin
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Yeah, the moon is indeed beautiful.
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You can't leave me like this
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I need to know what anime is that scene from
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Gotta air them properly.
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Index
What are some of the best open-source image-retrieval projects? This list will help you:
Project | Stars | |
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1 | pytorch-metric-learning | 5,770 |
2 | trace.moe | 4,255 |
3 | Person_reID_baseline_pytorch | 3,955 |
4 | fast-reid | 3,278 |
5 | towhee | 3,001 |
6 | Hierarchical-Localization | 2,854 |
7 | cnnimageretrieval-pytorch | 1,375 |
8 | hardnet | 503 |
9 | affnet | 261 |
10 | Text2Poster-ICASSP-22 | 192 |
11 | HyperTag | 181 |
12 | DOLG-pytorch | 123 |
13 | tidy | 120 |
14 | SISH | 89 |
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