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The Top 23 Machine Learning Unity Open Source Projects

Open source projects categorized as Machine Learning Unity
Categories > Machine Learning > Machine Learning
Categories > Games > Unity
Ml Agents ⭐ 15,707
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.
dependent packages 17total releases 46most recent commit 5 months agopypi mlagents} Downloads
Projectlearn Project Based Learning ⭐ 2,074
A curated list of project tutorials for project-based learning.
most recent commit 5 months ago
Simulator ⭐ 2,029
A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
most recent commit a year ago
Pix2pix ⭐ 848
Real-time pix2pix implementation with Unity
most recent commit 6 years ago
Tf Lite Unity Sample ⭐ 780
TensorFlow Lite Samples on Unity
most recent commit 3 months ago
Com.unity.perception ⭐ 740
Perception toolkit for sim2real training and validation in Unity
most recent commit a year ago
Animalai Olympics ⭐ 552
Code repository for the Animal AI Olympics competition
total releases 19most recent commit 3 years ago
Barracuda Release ⭐ 496
most recent commit 9 months ago
Synthdet ⭐ 330
SynthDet - An end-to-end object detection pipeline using synthetic data
most recent commit 9 months ago
Machinelearningroguelike ⭐ 315
A small Roguelike game that uses Machine Learning to power its entities. Originally used in talks by Ciro & Alessia.
most recent commit 2 years ago
Ngx ⭐ 260
Ngx - Neural network based visual generator and mixer
most recent commit 6 years ago
Zed Unity ⭐ 231
ZED SDK Unity plugin
most recent commit 3 months ago
Roboleague ⭐ 229
A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.
most recent commit 3 years ago
Natml Unity ⭐ 219
High performance, cross-platform machine learning for Unity Engine. Register at https://hub.natml.ai
dependent packages 25total releases 25most recent commit 7 months agonpm ai.natml.natml} Downloads
Marathon Envs ⭐ 176
A set of high-dimensional continuous control environments for use with Unity ML-Agents Toolkit.
most recent commit 4 years ago
Incremental_mpm ⭐ 166
2D implementation of MLS-MPM for simulating soft bodies and fluids
most recent commit 5 years ago
Iml Unity ⭐ 151
This is an interactive machine learning framework for Unity3D. It allows developers the ability to use interactive machine learning in running games.
most recent commit a year ago
Robotics Object Pose Estimation ⭐ 116
A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.
most recent commit 2 years ago
Activeragdollstyletransfer ⭐ 104
Research into locomotion style transfer with Active Ragdolls (using MarathonEnvs +ml_agents)
most recent commit 4 years ago
Unity_ml_agents ⭐ 96
This is the code for "Unity AI" by Siraj Raval on Youtube
most recent commit 5 years ago
Posenet Unity ⭐ 90
PoseNet in Unity
most recent commit 6 years ago
Zerosimrosunity ⭐ 88
Robotic simulation in Unity with ROS integration.
most recent commit 2 years ago
Datasetinsights ⭐ 78
Synthetic Dataset Insights
dependent packages 1total releases 26most recent commit 2 years agopypi datasetinsights} Downloads
The 7 Most Depended On Machine Learning Unity Open Source Projects
Natml Unity ⭐ 219
High performance, cross-platform machine learning for Unity Engine. Register at https://hub.natml.ai
dependent packages 25total releases 25latest release September 29, 2023most recent commit 7 months agonpm ai.natml.natml} Downloads
Neo ⭐ 6
Python interface for the Neodroid platform 💻
dependent packages 4total releases 101latest release June 06, 2020most recent commit 2 years agopypi Neodroid} Downloads
Natdevice ⭐ 26
High performance, cross-platform media device streaming for Unity Engine.
dependent packages 4total releases 11latest release April 12, 2023most recent commit 8 months agonpm ai.natml.natdevice} Downloads
Natml Arfoundation ⭐ 5
NatML integration library for Unity ARFoundation.
dependent packages 3total releases 4latest release September 05, 2023most recent commit 7 months agonpm ai.natml.natml.arfoundation} Downloads
Mobilenet V2 Unity ⭐ 8
Realtime image classification in Unity Engine.
dependent packages 2total releases 5latest release August 11, 2023most recent commit 8 months agonpm ai.natml.vision.mobilenet-v2} Downloads
Datasetinsights ⭐ 78
Synthetic Dataset Insights
dependent packages 1total releases 26latest release April 07, 2022most recent commit 2 years agopypi datasetinsights} Downloads
The 10 Latest Releases In Machine Learning Unity Open Source Projects
Natml Unity ⭐ 219
High performance, cross-platform machine learning for Unity Engine. Register at https://hub.natml.ai
dependent packages 25total releases 25latest release September 29, 2023most recent commit 7 months agonpm ai.natml.natml} Downloads
Natml Arfoundation ⭐ 5
NatML integration library for Unity ARFoundation.
dependent packages 3total releases 4latest release September 05, 2023most recent commit 7 months agonpm ai.natml.natml.arfoundation} Downloads
Mobilenet V2 Unity ⭐ 8
Realtime image classification in Unity Engine.
dependent packages 2total releases 5latest release August 11, 2023most recent commit 8 months agonpm ai.natml.vision.mobilenet-v2} Downloads
Natdevice ⭐ 26
High performance, cross-platform media device streaming for Unity Engine.
dependent packages 4total releases 11latest release April 12, 2023most recent commit 8 months agonpm ai.natml.natdevice} Downloads
Aine Drl ⭐ 8
A project for the DRL framework. AINE means "Agent IN Environment".
total releases 2latest release April 04, 2023most recent commit a year ago
Datasetinsights ⭐ 78
Synthetic Dataset Insights
dependent packages 1total releases 26latest release April 07, 2022most recent commit 2 years agopypi datasetinsights} Downloads
Agent ⭐ 8
Example of an agents for neodroid environments 💡
total releases 38latest release August 02, 2020most recent commit 2 years ago
Neo ⭐ 6
Python interface for the Neodroid platform 💻
dependent packages 4total releases 101latest release June 06, 2020most recent commit 2 years agopypi Neodroid} Downloads
Animalai Olympics ⭐ 552
Code repository for the Animal AI Olympics competition
total releases 19latest release May 03, 2020most recent commit 3 years ago
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