Top 23 AI Open-Source Projects

  • google-research

    Google Research

    Project mention: Language model sizes to Aug/2022 | reddit.com/r/mlscaling | 2022-08-07

    - Google opening UL2/UL20B, I believe this is one of the first 'big' models they've made available.

  • spaCy

    💫 Industrial-strength Natural Language Processing (NLP) in Python

    Project mention: How to get started with machine learning. | reddit.com/r/rust | 2022-08-09

    Given your need, I think you'll be better off with libraries like Spacy, which does NLP (rather than just DNN inference). You'll get your app much faster this way.

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • MockingBird

    🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

    Project mention: Need a deep fake for my girlfriend | reddit.com/r/deepfakesfw | 2022-02-09

    piece of recordings MockingBird

  • PhotoPrism

    AI-Powered Photos App for the Decentralized Web 🌈💎✨

    Project mention: Scheduling Re-Indexing of the existing library ? | reddit.com/r/photoprism | 2022-08-11
  • lightning

    The most intuitive, flexible, way for researchers, ML engineers and data scientists to build models (with PyTorch), research workflows and production pipelines with an obsessive focus on flexibility and performance.

    Project mention: An elegant and strong PyTorch Trainer | reddit.com/r/u_serend1p1ty-lee | 2022-07-01

    For lightweight use, pytorch-lightning is too heavy, and its source code will be very difficult for beginners to read, at least for me.

  • netron

    Visualizer for neural network, deep learning, and machine learning models

    Project mention: YOLOv7 object detection in Ruby in 10 minutes | dev.to | 2022-07-26

    Browser: Start the browser version.

  • learnopencv

    Learn OpenCV : C++ and Python Examples

    Project mention: Object detection with depth measurement using pre-trained models with OAK-D | reddit.com/r/computerscience | 2022-04-29

    Code Link : https://github.com/spmallick/learnopencv/tree/master/OAK-Object-Detection-with-Depth

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • AirSim

    Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

    Project mention: What happened in IoT last two months? Here are some headlines I found interesting | reddit.com/r/IOT | 2022-07-27

    In 2017 Microsoft created AirSim, an open-source simulation platform for AI research and experimentation with drones and cars. This July, Microsoft announced the upcoming release of a new simulation platform and the archive of the original 2017 AirSim.

  • MLflow

    Open source platform for the machine learning lifecycle

    Project mention: JBCNConf 2022: A great farewell | dev.to | 2022-07-23

    She made mentions to ML-Ops and MLFlow including Vertex AI the GCP implementation. I will post the video as soon as it is available. In the meantime, you can enjoy any other talk from Nerea Luis

  • milvus

    Vector database for scalable similarity search and AI applications.

    Project mention: Calvin and Hobbes Search Engine | news.ycombinator.com | 2022-07-20

    I remember this from a while back - good to bring back memories. This may be a bit excessive, but using CLIP (https://openai.com/blog/clip) or some other multimodal learning model in conjunction with Milvus (https://milvus.io) could make for a search engine that takes the graphics into consideration as well. Not sure how well it would work for comics, but it could make for a pretty unique weekend hack.

  • clip-as-service

    Embed images and sentences into fixed-length vectors with CLIP

    Project mention: Best models for sentence similarity with good benefit-cost ratio? | reddit.com/r/MLQuestions | 2022-08-08

    you could try Jina.ai's CLIP-as-a-Service: https://github.com/jina-ai/clip-as-service

  • dvc

    🦉Data Version Control | Git for Data & Models | ML Experiments Management

    Project mention: Alternative for git with big file | reddit.com/r/datascience | 2022-07-13

    If you need to manage data concurrently with git, especially if you want to version control the data similar to how git version controls code, you could look into something like DVC. It has the ability to sync data files with a bunch of different protocols / cloud services (ssh, AWS, etc)

  • dopamine

    Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

  • TabNine

    AI Code Completions

    Project mention: Tabnine ships new code-native AI models, passes 1 million developers using its AI code assistant | reddit.com/r/programming | 2022-06-21

    Other people complaining too: https://github.com/codota/TabNine/issues/179

  • Leon

    🧠 Leon is your open-source personal assistant.

    Project mention: Any FOSS voice assistant | reddit.com/r/fossdroid | 2022-06-19

    Link dump of assistants I want to check out, sadly with a noticeable home-automation slant: Leon, github readme, self-hosted server susi.ai, github AI-centric approach to an app/voice/text assistant Mycroft AI more AI. Dedicated hardware planned. Jasper voice-centric assistant Rhasspy, forum offline assistant services Home Assistant OpenHAB home automation integrator Gladys home assistant

  • warriorjs

    🏰 An exciting game of programming and Artificial Intelligence

    Project mention: 🎮 Learn JavaScript while playing games👾 | dev.to | 2022-07-18

    5. Warrior JS🗡️ ⚔️ 🔪

  • awesome-mlops

    A curated list of references for MLOps

    Project mention: JBCNConf 2022: A great farewell | dev.to | 2022-07-23

    She made mentions to ML-Ops and MLFlow including Vertex AI the GCP implementation. I will post the video as soon as it is available. In the meantime, you can enjoy any other talk from Nerea Luis

  • carla

    Open-source simulator for autonomous driving research.

    Project mention: What good Autonomous Driving simulators for research? | reddit.com/r/SelfDrivingCars | 2022-08-02
  • ailab

    Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

  • awesome-artificial-intelligence

    A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

  • cookiecutter-data-science

    A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

    Project mention: How to keep a project organized? | reddit.com/r/learnpython | 2022-06-15

    Perhaps this cookiecutter template will help: https://github.com/drivendata/cookiecutter-data-science

  • RobustVideoMatting

    Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

    Project mention: Is this FOSS ML software safe? | reddit.com/r/techsupport | 2022-07-14
  • metaflow

    :rocket: Build and manage real-life data science projects with ease!

    Project mention: Small to Reasonable Scale MLOps - An Approach to Effective and Scalable MLOps when you're not a Giant like Google | dev.to | 2022-07-28

    It's undeniable that leadership is instrumental in any company and project success, however I was intrigued with one of their ML tool choices that helped them reach their goal. I was so curious about this choice that I just had to learn more about it, so in this article will be talking about a sound strategy of effectively scaling your AI/ML undertaking and a tool that makes this possible - Metaflow.

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). The latest post mention was on 2022-08-11.

AI related posts

Index

What are some of the best open-source AI projects? This list will help you:

Project Stars
1 google-research 24,508
2 spaCy 23,929
3 MockingBird 23,565
4 PhotoPrism 21,695
5 lightning 19,668
6 netron 19,609
7 learnopencv 16,838
8 AirSim 13,402
9 MLflow 12,388
10 milvus 11,545
11 clip-as-service 10,557
12 dvc 10,132
13 dopamine 9,870
14 TabNine 9,336
15 Leon 8,910
16 warriorjs 8,775
17 awesome-mlops 8,387
18 carla 8,084
19 ailab 7,090
20 awesome-artificial-intelligence 6,905
21 cookiecutter-data-science 5,969
22 RobustVideoMatting 5,922
23 metaflow 5,879
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