The Jetson Orin Nano, developed by NVIDIA, is a high-performance embedded computing board designed for artificial intelligence (AI) and machine learning (ML) applications. It is part of NVIDIA's Jetson series, which is renowned for its powerful GPU capabilities and energy-efficient design. The Orin Nano is particularly suited for edge AI applications, enabling real-time processing of complex algorithms in robotics, drones, smart devices, and industrial automation.
The Jetson Orin Nano is designed to deliver exceptional performance while maintaining a compact and power-efficient form factor. Below are its key technical specifications:
Specification | Details |
---|---|
Processor | NVIDIA Ampere GPU with 1024 CUDA cores and 32 Tensor Cores |
CPU | 6-core ARM Cortex-A78AE v8.2 64-bit CPU |
Memory | 4GB or 8GB LPDDR5 (depending on model) |
Storage | eMMC 5.1 (16GB) and microSD card slot |
AI Performance | Up to 40 TOPS (Tera Operations Per Second) |
Power Consumption | Configurable: 7W, 15W |
Connectivity | Gigabit Ethernet, USB 3.2, I2C, SPI, UART |
Display Support | HDMI 2.1, DisplayPort 1.4a |
Operating System | NVIDIA JetPack SDK (based on Ubuntu Linux) |
Dimensions | 100mm x 80mm |
The Jetson Orin Nano features a 260-pin SO-DIMM connector for interfacing with peripherals. Below is a summary of key pin configurations:
Pin Group | Description |
---|---|
Power Pins | Provides power input and ground connections. |
GPIO Pins | General-purpose input/output for custom peripherals. |
I2C Pins | Inter-Integrated Circuit communication for sensors and other devices. |
SPI Pins | Serial Peripheral Interface for high-speed communication. |
UART Pins | Universal Asynchronous Receiver-Transmitter for serial communication. |
USB Pins | USB 3.2 interface for external devices. |
Ethernet Pins | Gigabit Ethernet for network connectivity. |
Display Pins | HDMI and DisplayPort connections for video output. |
The Jetson Orin Nano is designed to be user-friendly, but proper setup and configuration are essential for optimal performance. Follow the steps below to use the component effectively:
The Jetson Orin Nano can interface with an Arduino UNO for sensor data processing or control applications. Below is an example of how to read data from an Arduino UNO via UART:
// Arduino code to send sensor data via UART
void setup() {
Serial.begin(9600); // Initialize UART communication at 9600 baud
}
void loop() {
int sensorValue = analogRead(A0); // Read data from analog pin A0
Serial.println(sensorValue); // Send the sensor value over UART
delay(1000); // Wait for 1 second before sending the next value
}
import serial
arduino = serial.Serial('/dev/ttyUSB0', 9600, timeout=1)
while True: try: # Read a line of data from Arduino data = arduino.readline().decode('utf-8').strip() if data: print(f"Sensor Value: {data}") # Print the received sensor value except Exception as e: print(f"Error: {e}") # Handle any communication errors
Device Not Booting:
No Display Output:
UART Communication Issues:
Overheating:
Q: Can I use the Jetson Orin Nano for deep learning?
Q: What operating systems are supported?
Q: How do I update the JetPack SDK?
Q: Can I power the Jetson Orin Nano via USB?
By following this documentation, users can effectively utilize the NVIDIA Jetson Orin Nano for a wide range of AI and ML applications.