Kafka for Edge AI on Jetson Nano / Xavier NX: Enabling Efficient Data Streaming

Tim Spann
2 min readMar 6, 2024

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®NVIDIA Jetson Nano, Data Streaming, Apache Kafka, Python, Java, Jetson Xavier NX

NVIDIA JETSON XAVIER NX

producer = KafkaProducer(bootstrap_servers='kafka:9092',retries=3)
producer.send('xavier-log', json.dumps(row).encode('utf-8'))
#!/bin/bash

jetson_clocks --fan
jetson_clocks --show
DATE=$(date +"%Y-%m-%d_%H%M")
python3 /home/nvidia/nvme/minifi-jetson-xavier/demoxavier.py --camera /dev/video0 --network googlenet /home/nvidia/nvme/images/$DATE.jpg

RESOURCES

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Tim Spann

Principal Developer Advocate, Zilliz. Milvus, Attu, Towhee, GenAI, Big Data, IoT, Deep Learning, Streaming, Machine Learning. https://www.datainmotion.dev/