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Top 12 Python image-retrieval 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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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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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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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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hardnet
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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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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SISH
Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering (by mahmoodlab)
Python image-retrieval related posts
- 6D object pose estimation by known 3d model
- 3D object recognition for AR in Unity
- Automatic Image Registration for big data
- [R] DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features
- Safari translation won't work when lang="en" attribute is set!
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Index
What are some of the best open-source image-retrieval projects in Python? This list will help you:
Project | Stars | |
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1 | pytorch-metric-learning | 5,754 |
2 | Person_reID_baseline_pytorch | 3,949 |
3 | fast-reid | 3,273 |
4 | towhee | 2,970 |
5 | Hierarchical-Localization | 2,816 |
6 | cnnimageretrieval-pytorch | 1,375 |
7 | hardnet | 503 |
8 | affnet | 261 |
9 | Text2Poster-ICASSP-22 | 191 |
10 | HyperTag | 180 |
11 | DOLG-pytorch | 123 |
12 | SISH | 89 |
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