Top 12 C# Deep Learning Projects

ml-agents

60 16,295 8.1 C#

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.

Project mention: How do I change the maximum number of steps for training | /r/MLAgents | 2023-12-07

TensorFlow.NET

18 3,104 8.6 C#

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.

Project mention: Sentiment analysis in c# | /r/csharp | 2023-06-06

But to answer your question. I've run UNet in C#. I trained the data originally using python and used SciSharp to run the model using GPU for a solution more than 5 years ago.

WorkOS

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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.
simulator

4 2,196 0.0 C#

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
com.unity.perception

8 869 0.0 C#

Perception toolkit for sim2real training and validation in Unity
Keras.NET

1 585 3.5 C#

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.
SharpLearning

1 373 4.4 C#

Machine learning for C# .Net
SynthDet

3 350 2.9 C#

SynthDet - An end-to-end object detection pipeline using synthetic data
InfluxDB

www.influxdata.com sponsored

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.
LLMUnity

0 314 9.8 C#

LLMUnity allows to integrate LLMs (Large Language Models) in the Unity engine.
PeopleSansPeople

5 292 3.0 C#

Unity's privacy-preserving human-centric synthetic data generator
ultimate-volleyball

13 84 0.0 C#

3D RL Volleyball environment built on Unity ML-Agents
Gradient-Samples

0 61 0.0 C#

Samples for TensorFlow binding for .NET by Lost Tech
Towards-Explainable-AI-System-for-Traffic-Sign-Recognition-and-Deployment-in-a-Simulated-Environment

2 45 0.0 C#

This project is part of the CS course 'Systems Engineering Meets Life Sciences I' at Goethe University Frankfurt. In this Computer Vision project, we present our first attempt at tackling the problem of traffic sign recognition using a systems engineering approach.

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 2023-12-07.

C# Deep Learning related posts

How do I change the maximum number of steps for training
1 project | /r/MLAgents | 7 Dec 2023
are the install steps update to date?
1 project | /r/MLAgents | 4 Jul 2023
Help with regenerating new worker id
1 project | /r/MLAgents | 27 Jun 2023
Trying to get into AI
1 project | /r/Unity3D | 9 Jun 2023
Sentiment analysis in c#
1 project | /r/csharp | 6 Jun 2023
Implement API to allow AI/ML to play your game, or is it not needed?
1 project | /r/gamedev | 21 May 2023
Have anyone use ML Net for production?
1 project | /r/csharp | 17 May 2023
A note from our sponsor - InfluxDB
www.influxdata.com | 19 Apr 2024

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. Learn more →

Index

What are some of the best open-source Deep Learning projects in C#? This list will help you:

	Project	Stars
1	ml-agents	16,295
2	TensorFlow.NET	3,104
3	simulator	2,196
4	com.unity.perception	869
5	Keras.NET	585
6	SharpLearning	373
7	SynthDet	350
8	LLMUnity	314
9	PeopleSansPeople	292
10	ultimate-volleyball	84
11	Gradient-Samples	61
12	Towards-Explainable-AI-System-for-Traffic-Sign-Recognition-and-Deployment-in-a-Simulated-Environment	45