React Native ExecuTorch
Simplest way to run AI models on device in React Native
Listed in categories:
Developer ToolsOpen SourceArtificial Intelligence
Description
ExecuTorch is an end-to-end solution for enabling on-device inference capabilities across mobile and edge devices, including wearables, embedded devices, and microcontrollers. It is part of the PyTorch Edge ecosystem and enables efficient deployment of various PyTorch models to edge devices.
How to use React Native ExecuTorch?
To use ExecuTorch, developers can integrate it into their React Native applications by following the provided documentation, which simplifies the process of deploying and running AI models on mobile and edge devices.
Core features of React Native ExecuTorch:
1️⃣
On-device execution of AI models
2️⃣
Elimination of external API calls for data privacy
3️⃣
Cost-effective deployment without cloud infrastructure
4️⃣
Reduced server costs and minimized latency
5️⃣
Developer-friendly integration with React Native
Why could be used React Native ExecuTorch?
| # | Use case | Status | |
|---|---|---|---|
| # 1 | Deploying AI models on mobile devices for real-time inference | ✅ | |
| # 2 | Using AI in wearable technology for health monitoring | ✅ | |
| # 3 | Implementing AI solutions in embedded systems for automation | ✅ | |
Who developed React Native ExecuTorch?
Software Mansion is a team of React Native core contributors and experts in addressing various React Native challenges. They offer support for using ExecuTorch and deploying AI models on devices.