Best AI Tools for IoT

Edge Impulse

6.9 /10

Collect and deploy edge ML models from sensor data on embedded devices

NNStreamer

6.8 /10

Process and stream neural network data efficiently on edge and IoT devices

Hailo

6.9 /10

Deliver real-time AI inference on edge devices with high efficiency

Qualcomm AI Hub

7.0 /10

Optimize edge AI latency and reliability for IoT and on-device intelligence

LiteRT (TensorFlow Lite)

7.4 /10

Run optimized TensorFlow Lite models efficiently on edge and mobile devices

BrainChip

6.8 /10

Accelerate edge AI with neuromorphic computing chips for efficient pattern recognition