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Top 23 image-search Open-Source Projects
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qdrant
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
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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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Weaviate
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
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google-images-download
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
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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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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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hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
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deepdetect
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
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usearch
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
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bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc. (by milvus-io)
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SearchJumper
Yet another awesome web extension for switching search engines, can also search anything (selection text / image / link / find in page) on any engine with a simple right click or a variety of menus and shortcuts. Build with React & Material-UI. (WIP). 搜索酱/搜尋醬/検索ちゃん
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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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MoTIS
[NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP) (by DRSY)
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logosearch
LogoSear.ch and IconSear.ch: search through zillions of SVG logos/icons directly linked to their source repos.
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SaaSHub
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Zilliz (zilliz.com) | Hybrid/ONSITE (SF, NYC) | Full-time
I am part of the hiring team for DevRel
NYC - https://boards.greenhouse.io/zilliz/jobs/4307910005
SF - https://boards.greenhouse.io/zilliz/jobs/4317590005
Zilliz is the company behind Milvus (https://github.com/milvus-io/milvus), the most starred vector database on GitHub. Milvus is a distributed vector database that shines in 1B+ vector use cases. Examples include autonomous driving, e-commerce, and drug discovery. (and, of course, RAG)
We are also hiring for other roles that I am not personally involved in the hiring process for such as product managers, software engineers, and recruiters.
Project mention: Ask HN: Has Anyone Trained a personal LLM using their personal notes? | news.ycombinator.com | 2024-04-03I'm currently looking to implement locally, using QDrant [1] for instance.
I'm just playing around, but it makes sense to have a runnable example for our users at work too :) [2].
[1]. https://qdrant.tech/
Project mention: pgvecto.rs alternatives - qdrant and Weaviate | libhunt.com/r/pgvecto.rs | 2024-03-13
Trace.moe
Project mention: Building a Vector Database with Rust to Make Use of Vector Embeddings | /r/rust | 2023-06-01We have been playing around with Hora as a replacement for the Rust-CV implementation as we want PQ as well. I'll check out instanct-distance, looks very interesting!
Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13For those seeking a lightweight solution for setting up deep learning REST APIs across platforms without the complexity of Kubernetes, Deepdetect is worth considering.
https://github.com/vearch/vearch/blob/master/engine/index/RE...
meah de popotan, essa extensão é perfeita em casos como esse : https://github.com/dessant/search-by-image
Project mention: USearch SQLite Extensions for Vector and Text Search | news.ycombinator.com | 2024-02-22
The installation instructions are in the project README: https://github.com/yurijmikhalevich/rclip. I use the prebuilt executable option to install it on my Synology NAS.
Project mention: Show HN: A browser extension to instantly switch engines and customize workflow | news.ycombinator.com | 2024-01-17I enjoy collecting various search engines, but some of them lack support for GET/POST searches and switching between different search engines can be a hassle. So, I developed this browser extension that enables automated searching on websites that don't support GET/POST through simulated input and clicks. It also offers one-click switching between search engines. Additionally, it highlights the searched keywords on the search results page. Lastly, it allows cross-domain data fetching and displays the information in a pop-up layer within the current page.
GitHub: https://github.com/hoothin/SearchJumper
Give it a try. Love to hear your thoughts!
Thanks!
Project mention: Ask HN: What are some unpopular technologies you wish people knew more about? | news.ycombinator.com | 2023-12-02
TIDY Text-to-Image Discovery: Offline semantic Text-to-Image and Image-to-Image search on Android
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
image-search related posts
- Milvus Adventures Jan 5, 2023
- Build a search engine, not a vector DB
- I implemented CLIP inference in plain C/C++
- Vector Database in a Jupyter Notebook
- Beginner-ish resources for choosing a vector database?
- Semantic Similarity Search
- Faiss: A library for efficient similarity search
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A note from our sponsor - WorkOS
workos.com | 24 Apr 2024
Index
What are some of the best open-source image-search projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Milvus | 26,645 |
| 2 | qdrant | 17,839 |
| 3 | Weaviate | 9,436 |
| 4 | google-images-download | 8,495 |
| 5 | trace.moe | 4,252 |
| 6 | Person_reID_baseline_pytorch | 3,949 |
| 7 | fast-reid | 3,273 |
| 8 | hora | 2,554 |
| 9 | deepdetect | 2,493 |
| 10 | vearch | 1,904 |
| 11 | search-by-image | 1,891 |
| 12 | usearch | 1,629 |
| 13 | bootcamp | 1,619 |
| 14 | vald | 1,453 |
| 15 | natural-language-image-search | 927 |
| 16 | rclip | 646 |
| 17 | SearchJumper | 607 |
| 18 | SmartImage | 510 |
| 19 | clip.cpp | 386 |
| 20 | tidy | 116 |
| 21 | MoTIS | 114 |
| 22 | logosearch | 100 |
| 23 | PixelArtSearch | 92 |
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