ml-agents
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning. (by Unity-Technologies)
MediaPipeUnityPlugin
Unity plugin to run MediaPipe (by homuler)
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| ml-agents | MediaPipeUnityPlugin | |
|---|---|---|
| 60 | 7 | |
| 16,324 | 1,597 | |
| 1.7% | - | |
| 8.1 | 8.9 | |
| 8 days ago | 11 days ago | |
| C# | C# | |
| GNU General Public License v3.0 or later | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ml-agents
Posts with mentions or reviews of ml-agents.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-08.
- How do I change the maximum number of steps for training
- are the install steps update to date?
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Help with regenerating new worker id
I am a beginner to using ML Agents to simulate an environment for DL i am trying to trial runs by tinkering through different values between the action space and keep encountering this issue when attempting to run a new trial. I've tried mlagents-learn --force and mlagents-learn --run-id=newtest but both prompt the same error message. Using linux, I am aware of a similar bug occuring in older versions (https://github.com/Unity-Technologies/ml-agents/issues/1505) but solutions didn't fix it.
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Trying to get into AI
The Github page for ML-Agents has a fairly straight forward example.
- Implement API to allow AI/ML to play your game, or is it not needed?
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Is there a good alternative to Unity ML Agents?
Very few commits in the last year and not many new features (https://github.com/Unity-Technologies/ml-agents/commits/develop)
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At least I put effort into the AI prompt to generate some code that people can refer to, whereas you do absolutely nothing to contribute to the community.
and PR content: https://github.com/Unity-Technologies/ml-agents/commit/ed212103e451449bf84711a4a8f7bf11dfb1211a
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I have some questions as an absolute beginner.
Unity can build a stand-alone application or be used as a library. Javascript is deprecated, and Boo along with it although it was never really supported to begin with. Various types of machine learning are supported through the ML-Agent Toolkit and pretty well documented. The toolkit has a Python API but you should be careful about doing anything too unusual in Unity because the documentation tends to have a lot of dead-ends.
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Could Somebody please help me figure this out ? been struggling with it for a week now
Op, I'd just pull the repo again to a new folder from https://github.com/Unity-Technologies/ml-agents (use SourceTree for simplicity if you don't know git).
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Unity ML-Agents documentation is wrong, I can't build an executable and run training as the docs state
My github issue on their documentation: https://github.com/Unity-Technologies/ml-agents/issues/5899
MediaPipeUnityPlugin
Posts with mentions or reviews of MediaPipeUnityPlugin.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-02.
- any hand detect api or plugin that I can use in arfoundation?
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Unity Visual Scripting and Hand Tracking
Look into Playmaker and Mediapipe.
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MediaPipe in Unity
You should really specify where you got stuck. In any event, there are compiled packages here https://github.com/homuler/MediaPipeUnityPlugin/releases YMMV.
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Been working on a VTuber App
This person has ported the majority of the C++ API to Unity's C#, Github link here. Assuming they've ported it one-to-one, you'd be using the same API I use, just in C# (I've not tried it though)
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When I call it "AR Experience"?
Also, there is a MedeaPipeUnityPlugin.
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Open map with gaze tracking for someone with paralysis
There are only a few libraries that come to mind but take a bit of work to get started. MediaPipe Unity Plugin has eye tracking with a whole lot of types of tracking(head, hands, body). OpenSeeFace has models that do head and eye tracking. This repo uses Unity's neural net inference library, Barracuda, to run a MediaPipe iris landmark model (I haven't personally tested this library). Not sure how to translate eye landmarks to the position a player is looking at in a screen though. Hopefully this list of libraries gets you on the right path!
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3D Realtime Pose Detection with MediaPipe and Unity3D.
Checkout https://github.com/homuler/MediaPipeUnityPlugin
What are some alternatives?
When comparing ml-agents and MediaPipeUnityPlugin you can also consider the following projects:
gym - A toolkit for developing and comparing reinforcement learning algorithms.
AssetStudio - AssetStudio is a tool for exploring, extracting and exporting assets and assetbundles.
AirSim - Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
ILSpy - .NET Decompiler with support for PDB generation, ReadyToRun, Metadata (&more) - cross-platform!
carla - Open-source simulator for autonomous driving research.
Entitas - Entitas is a super fast Entity Component System (ECS) Framework specifically made for C# and Unity
lively - Free and open-source software that allows users to set animated desktop wallpapers and screensavers powered by WinUI 3.
unity-avatar-generation - A minimal example of how to use Unity's AvatarBuilder.BuildHumanAvatar API.
VRigUnity - VRM hand tracking using mediapipe
ultimate-volleyball - 3D RL Volleyball environment built on Unity ML-Agents
FaceMeshBarracuda - Lightweight facial capture package for Unity
ml-agents vs gym
MediaPipeUnityPlugin vs AssetStudio
ml-agents vs AirSim
MediaPipeUnityPlugin vs ILSpy
ml-agents vs carla
MediaPipeUnityPlugin vs Entitas
ml-agents vs AssetStudio
MediaPipeUnityPlugin vs lively
ml-agents vs unity-avatar-generation
MediaPipeUnityPlugin vs VRigUnity
ml-agents vs ultimate-volleyball
MediaPipeUnityPlugin vs FaceMeshBarracuda