Unity ML Inference ML Frameworks

ML model inference engines and real-time neural network execution frameworks specifically for Unity game engine and XR applications. Does NOT include general ML frameworks, training libraries, or non-Unity game engine integrations.

There are 23 unity ml inference frameworks tracked. The highest-rated is asus4/tf-lite-unity-sample at 42/100 with 958 stars.

Get all 23 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=unity-ml-inference&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	asus4/tf-lite-unity-sample TensorFlow Lite Samples on Unity	42	Emerging	958	C#
2	Syn-McJ/TFClassify-Unity An example of using Tensorflow with Unity for image classification and...	40	Emerging	166	C#
3	Syn-McJ/TFClassify-Unity-Barracuda An example of using Tensorflow and ONNX models with Unity Barracuda...	39	Emerging	128	C#
4	doughtmw/HoloLens2-Machine-Learning Using deep learning models for image classification directly on the HoloLens 2.	38	Emerging	111	C#
5	stratospark/UnityImageSynthesisTutorial1 Use Unity to generate synthetic images for deep learning image segmentation...	37	Emerging	102	Jupyter Notebook
6	Unity-Technologies/datasetinsights Synthetic Dataset Insights	35	Emerging	84	Jupyter Notebook
7	Unity-Technologies/PeopleSansPeople Unity's privacy-preserving human-centric synthetic data generator	35	Emerging	321	C#
8	natmlx/natml-unity High performance, cross-platform machine learning for Unity Engine.	34	Emerging	233	C#
9	cj-mills/Unity-OpenVINO-Plugin This tutorial series covers how to create a plugin that leverages the...	30	Emerging	10	C#
10	natmlx/nanodet-unity Anchor-free ultra-fast object detection in Unity Engine.	28	Experimental	11	C#
11	SCRN-VRC/SimpNet-Deep-Learning-in-a-Shader A trainable convolutional neural network inside a fragment shader	28	Experimental	122	GLSL
12	HoloLabInc/HoloLabDnnPackages The HoloLab DNN Packages providing image recognition library using deep...	24	Experimental	47	C#
13	Yuri062lm/Unity-RTML-ToolKit Real-time machine learning for Unity. Lightweight, OSC-controllable, and...	24	Experimental	2	C#
14	s4k10503/MiDaSv2-BarracudaGPU Implementation of depth estimation with the MiDaS using Unity Barracuda.	23	Experimental	2	C#
15	natmlx/blazeface-unity Realtime face detection in Unity Engine with NatML and NatDevice.	22	Experimental	7	C#
16	natmlx/mobilenet-v2-unity Realtime image classification in Unity Engine.	21	Experimental	10	C#
17	SCRN-VRC/Point-Pillars-in-UnityCG Implementation of PointPillars paper in Unity for VRChat	20	Experimental	18	ShaderLab
18	SCRN-VRC/Japanese-Handwriting-Classification-with-Fragment-Shaders Using image classification with ConvMixer	20	Experimental	15	ShaderLab
19	gigwegbe/synthetic_data_with_nvidia_replicator_and_edge_impulse The Unreasonable Effectiveness of Synthetic Data	20	Experimental	17	Python
20	Unity-Technologies/AnthroNet Unity's Privacy-Preserving Novel Human Body Model Trained Solely on...	19	Experimental	38	Rich Text Format
21	th-efool/synthetic-vision-training-pipeline A Unity-based pipeline generates labeled synthetic data, converts it to YOLO...	18	Experimental	4	HTML
22	natmlx/natml-arfoundation NatML integration library for Unity ARFoundation.	13	Experimental	6	C#
23	saimgulay/Unity-RTML-ToolKit 🎛️ Real-Time ML in Unity. RTML Tool Kit is a lightweight, OSC-controllable...	12	Experimental	1	C#

Comparisons in this category

TFClassify-Unity and TFClassify-Unity-Barracuda (40 vs 39)