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Tencent/ncnn

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

View on GitHub↗Upstream Tencent/ncnn↗

Builder

Tencent

Tencent

Tencent • individual

Stars

23,314

Using upstream star count

Forks

4,435

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jun 30, 2017

Project creation date

README Summary

[![License](https://img.shields.io/badge/license-BSD_3_Clause-blue.svg?style=for-the-badge)](LICENSE.txt) [![Download Total Count](https://img.shields.io/github/downloads/Tencent/ncnn/total.svg?style=for-the-badge)](https://github.com/Tencent/ncnn/releases) [![codecov](https://img.shields.io/codecov/c/github/Tencent/ncnn/master?style=for-the-badge)](https://codecov.io/gh/Tencent/ncnn)

Community Evaluation

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AI Dev Skills

Unmapped

ARM/Mobile GPU OptimizationCross-platform Neural Network ImplementationEdge AI InferenceMemory-efficient Neural NetworksMobile Deep Learning DeploymentModel QuantizationNeural Network OptimizationOpenGL Compute IntegrationVulkan Compute Shaders

Tags

ARM/Mobile GPU OptimizationCross-platform Neural Network ImplementationEdge AI InferenceMemory-efficient Neural NetworksMobile Deep Learning DeploymentModel QuantizationNeural Network OptimizationOpenGL Compute IntegrationVulkan Compute ShadersApple VisionApple Vision ProC++Computer VisionDeep LearningForkedKerasLarge Language ModelsMobileModel OptimizationONNXPose EstimationPyTorchQuantizationReal-Time / StreamingSimulationTensorFlow

Taxonomy

AI Trends

On-device AIEdge ComputingModel CompressionMobile AIEfficient Neural Networks

category

Model TrainingFoundation ModelsInference & ServingComputer VisionRoboticsSpatial & XRIndustry: Gaming

Deployment Context

Edge/MobileEmbedded SystemsIoT DevicesCross-platform Mobile Apps

Industries

Mobile ApplicationsIoTRoboticsAutomotiveConsumer ElectronicsAugmented RealityComputer Vision Applications

Modalities

ImageVideoAudio

Skill Areas

Neural Network OptimizationMobile Deep Learning DeploymentModel QuantizationEdge AI InferenceCross-platform Neural Network ImplementationMemory-efficient Neural NetworksARM/Mobile GPU OptimizationVulkan Compute ShadersOpenGL Compute Integration

tag

Apple VisionApple Vision ProC++Computer VisionDeep LearningForkedKerasLarge Language ModelsMobileModel OptimizationONNXPose EstimationPyTorchQuantizationReal-Time / StreamingSimulationTensorFlow

Use Cases

Real-time Object Detection on MobileFace Recognition on Edge DevicesImage Classification on SmartphonesStyle Transfer on Mobile AppsOCR on Embedded SystemsPose Estimation on IoT DevicesSpeech Recognition on Edge Hardware

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

20

support mips elu erf gelu selu (#6607)

風的彷徨 • Mar 18, 2026

939f24f

x86 erf and gelu optimization (#6604)

風的彷徨 • Mar 18, 2026

2eca3bc

fix binaryop vulkan shader compilation on moltenvk (#6602)

nihui • Mar 17, 2026

9c00287

Quality

production
Quality
high
Maturity
production

Categories

Inference & ServingPrimarySpatial & XRIndustry: GamingFoundation ModelsModel TrainingComputer VisionRoboticsEdge & Mobile AIOther AI / ML

PM Skills

Cost & EfficiencyScale & Reliability

Languages

C++100.0%

Timeline

Project created
Jun 30, 2017
Forked
Mar 22, 2026
Your last push
2 months ago
Upstream last push
16 days ago
Tracked since
Mar 18, 2026

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