Advancing intelligence at the edge
Scalable and efficient vision processors bring real-time intelligence to smart camera systems
One platform for single and multicamera systems
Battery-powered systems such as security cameras and vacuum robots need low-cost vision processors that deliver optimized performance and low-power operation.
Machine vision and professional surveillance systems need vision processors with more performance, additional features and power efficiency.
Autonomous systems have complex designs that often include sensor fusion and functional safety features, demanding high performance at an affordable cost.
Why choose TI for edge AI vision applications?
Build and deploy affordable edge AI applications at scale with a portfolio of devices built for low, mid and high performance.
Reduce system power, latency and cost with deep learning and vision accelerators that enable industry-leading energy efficiency.
Reduce development time with end-to-end software and tools, including free hardware evaluation, image signal processing (ISP) tuning and AI model training.
Free evaluation and development tools
Edge AI Studio lets you build, evaluate and deploy deep learning models on an embedded device. It's free to use, and you can login today.
- No installation is required because the tool resides in the cloud.
- Free access to hundreds of optimized, pre-trained models.
- Remote access to real evaluation hardware.
- Bring your own data (coming 2Q 2023), bring your own model.
Industry-standard APIs and frameworks
We support open-source frameworks from TensorFlow, PyTorch, ONNX, TVM and more to simplify your edge AI application development workflow.
Scalable vision processors
|Phytec||Systems on modules||Learn more|
|Allied Vision||Cameras and sensors||Learn more|
|D3 Engineering||Camera, radar, sensor fusion, hardware, drivers and firmware||Learn more|
|Ignitarium||AI services and robotics||Learn more|
|RidgeRun||Linux development, GStreamer plug-ins and AI applications||Learn more|
|Kudan||Simultaneous localization and mapping||Learn more|
|Amazon Web Services||Cloud services for machine learning, model management and Internet of Things||Learn more|
|e-con Systems||Camera design and services, imaging solutions, camera and ISP tuning, and computer vision||Learn more|
|Scuttle Robotics LLC||Open-source, payload-ready mobile platform||Learn more|
|FRAMOS||Camera and ISP tuning, 3D cameras, imaging solutions, and computer vision||Learn more|
Training & resources
Edge AI Academy
Edge AI Academy is a great way to learn how to develop a smart application. Follow along using free cloud tools and progress at your own pace.
The fundamentals of edge AI development include:
- Hands-on coding projects
- Special topics for advanced users
Using open-source community platforms and free cloud tools, Robotics Academy will teach you how to build a robot that is smart, safe and energy efficient.
The fundamentals of robotics development:
- Object tracking
- Collision avoidance
- Autonomous navigation
Edge AI demos
Browse our demos and those created by our ecosystem partners to see a sample of things you can build with our edge AI technology.
- Smart cameras
- Video analytics
- Autonomous machines
- Autonomous mobile robots