SPIDER Automation | BeagleBoard BeagleBone AI-64 – TI Jacinto TDA4VM, 8 TOPS AI Acceleration & 4GB LPDDR4 | Advanced Embedded AI & Computer Vision Platform
Product Overview & Embedded AI Platform
The BeagleBoard BeagleBone AI-64 is a single-board computer designed for Artificial Intelligence, Machine Learning and advanced embedded applications. It combines the expandability of the BeagleBone platform with onboard computing resources and peripheral interfaces for developing AI-enabled systems, computer vision applications and embedded products.
The board is based on the Texas Instruments Jacinto TDA4VM processor platform, featuring dual 64-bit ARM Cortex-A72 cores with a stated clock speed of up to 2GHz. Its heterogeneous processing architecture includes a C7x + MMA accelerator rated at 8 TOPS, C66x digital signal processing resources and ARM Cortex-R5 processing resources. The board also incorporates PRU resources and a PowerVR Rogue 8XE GE8430 graphics processor, as described in the supplied specifications.
For system memory and storage, the AI-64 provides 4GB LPDDR4 RAM and 16GB onboard eMMC flash memory, with an additional MicroSD card slot. This combination provides onboard resources for running its preloaded Debian Linux environment and developing embedded software applications.
The board offers a broad range of connectivity options, including USB 3.0 Type-C, two USB 3.0 Type-A host ports, Gigabit Ethernet and an M.2 Key E expansion connector. Display and imaging interfaces include mini-DisplayPort, dual 4-lane CSI-2 camera connectivity and DSI. Its GPIO connector is compatible with BeagleBone Black, providing an expansion path for compatible peripherals and add-on hardware.
An integrated heat sink is fitted to the bottom of the board to help dissipate heat generated by its electronic components. An onboard CPU temperature sensor provides temperature-monitoring capability.
Technical Features & Performance Characteristics
- Texas Instruments Jacinto TDA4VM: Main processor platform for advanced embedded computing, AI and machine-learning applications.
- Dual ARM Cortex-A72 Cores: 64-bit processing architecture with a stated maximum clock speed of 2GHz.
- C7x + MMA AI Accelerator: Provides a stated AI processing capability of 8 TOPS.
- C66x Coprocessors: Includes two C66x coprocessors as specified in the supplied product information.
- ARM Cortex-R5 Resources: The description identifies three dual ARM Cortex-R5 units, while the specification table lists six ARM Cortex-R5 cores.
- PRU Resources: The specification table lists 12 PRU resources for real-time processing applications.
- PowerVR Rogue 8XE GE8430 GPU: Integrated graphics processor for supported graphics and video-processing workloads.
- Video Encoding & Decoding: The description specifies support for 2 × 1080p30 H.264 encoding and 8 × 1080p30 H.264/H.265 decoding.
- 4GB LPDDR4 RAM: Provides onboard memory for the operating system and embedded applications.
- 16GB eMMC Flash: Integrated onboard storage, complemented by a MicroSD card slot.
- BeagleBone Black-Compatible GPIO: Provides compatibility with the BeagleBone Black GPIO connector format.
- Analog I/O: Includes seven analog I/O pins with a specified 3.3V level.
- Dual CSI-2 Camera Interface: Provides two camera interfaces, each described as a 4-lane CSI connection.
- USB 3.0 Type-C: Supports board powering and programming, with the specification listing a client/host port.
- Dual USB Type-A Host Ports: Provides two USB 3.0 Type-A host connections for supported peripherals.
- Gigabit Ethernet: Provides wired network connectivity for supported embedded and development applications.
- M.2 Key E Expansion: Provides an expansion interface specified for PCIe, USB and SDIO connectivity, including Wi-Fi/Bluetooth extension modules.
- Display Interfaces: Includes mini-DisplayPort and DSI connectivity.
- Onboard CPU Temperature Sensor: Provides processor temperature monitoring.
- Integrated Heat Sink: Helps dissipate heat from electronic components during operation.
- Preloaded Debian Linux: Includes an open-source Debian Linux operating system.
Performance Advantages
- Dedicated AI Processing: The C7x + MMA accelerator, with a stated 8 TOPS capability, provides dedicated processing resources for AI and machine-learning workloads.
- Heterogeneous Computing Architecture: Combines ARM processing cores, DSP coprocessors, Cortex-R5 resources, PRUs and integrated graphics processing.
- Computer Vision Connectivity: Dual CSI-2 camera interfaces support camera-based embedded vision development.
- Flexible Peripheral Expansion: BeagleBone Black-compatible GPIO and M.2 Key E expansion provide options for connecting compatible hardware and modules.
- Multiple Display Interfaces: mini-DisplayPort and DSI provide display connectivity for supported applications.
- Integrated System Storage: 16GB eMMC storage and a MicroSD card slot provide onboard and removable storage options.
- Wired and Wireless Expansion: Gigabit Ethernet and the M.2 Key E connector support network connectivity and compatible wireless expansion modules.
- Thermal Management: The integrated heat sink and CPU temperature sensor provide heat dissipation and temperature-monitoring features.
Industrial, Commercial & Educational Applications
- Artificial Intelligence Development: Development and evaluation of embedded AI and machine-learning applications.
- Computer Vision Systems: Camera-based image processing and embedded vision applications using the CSI-2 interfaces.
- Edge Computing: Embedded computing systems that process application workloads locally.
- Industrial Embedded Systems: Development of processor-based control and monitoring applications using GPIO and peripheral interfaces.
- Video Processing Applications: Projects using the stated H.264 encoding and H.264/H.265 decoding capabilities.
- Robotics Development: Embedded robotics platforms using compatible GPIO peripherals, camera interfaces and processing resources.
- AI Research & Education: Learning and experimentation with embedded AI hardware and Linux-based development.
- Custom Embedded Product Development: Prototyping systems that require processor performance, camera connectivity, storage and peripheral expansion.
Package Contents
- 1 × BeagleBone AI-64 Development Board – TDA4VM, ARM Cortex-A72, 4GB RAM, 16GB eMMC, USB 3.0 Type-C and M.2 Key E.
Product Specifications
| Parameter | Specification |
|---|---|
| Product Name | BeagleBone AI-64 |
| Processor Manufacturer | Texas Instruments |
| Processor Model | Jacinto TDA4VM |
| Processor Architecture | Dual ARM Cortex-A72, 64-bit (as described) |
| Maximum Clock Speed | 2GHz |
| AI Accelerator | C7x + MMA, 8 TOPS |
| C66x Coprocessors | 2 × C66x (as specified) |
| ARM Cortex-R5 Resources | 6 × ARM Cortex-R5 listed in specification table |
| PRU Resources | 12 × PRU listed in specification table |
| Graphics Processor | PowerVR Rogue 8XE GE8430 |
| Video Encoding | 2 × 1080p30 H.264 (as described) |
| Video Decoding | 8 × 1080p30 H.264 / H.265 (as described) |
| RAM Capacity | 4GB |
| RAM Type | LPDDR4 |
| Onboard Flash Storage | 16GB eMMC |
| Additional Storage | MicroSD card slot |
| GPIO Compatibility | Compatible with BeagleBone Black GPIO connector |
| Analog I/O Pins | 7 pins, 3.3V |
| Camera Interface | Dual CSI-2, 4 lanes each (as described) |
| USB Type-C | USB 3.0, client/host, board powering and programming |
| USB Type-A | 2 × USB 3.0 host ports |
| USB Data Rate | 5 GB/s stated in supplied specification; unit requires confirmation |
| Network Interface | Gigabit Ethernet |
| Wireless Expansion | M.2 Key E connector for Wi-Fi / Bluetooth extension |
| M.2 Interface | PCIe / USB / SDIO (as specified) |
| Display Interfaces | mini-DisplayPort and DSI |
| Built-in Sensor | CPU temperature sensor |
| Operating System | Debian Linux, preloaded |
| Thermal Management | Integrated heat sink |
