Machine Alert Assistance with Operator Presence Detection

AI-assisted HMI that detects operator presence during machine alerts and provides contextual troubleshooting information.

$0.00

app details

Model Type	AI-Enhanced HMI
Framework	ONNX Runtime, OpenVINO
Algorithm	SCRFD + ArcFace
Technical Details	Enhances HMI troubleshooting by detecting operators presence and displaying contextual instructions, manuals, and machine logs through face and voice analysis. No identity matching or biometric identification is performed.

Resources

Developer Center

Use Cases

Industrial Safety Surveillance

supported chipsets

Qualcomm

NXP

Performance Benchmark

Hardware · Backend

Processing unit

Latency (ms)

Avg. Peak RAM

Qualcomm QCS6490 · ONNX

CPU

197.2 ms

199.1 MB

Intel Tiger Lake · OpenVINO

GPU

22.1 ms

2187.2 MB

Intel Tiger Lake · OpenVINO

CPU

18.8 ms

1720.9 MB

Intel Tiger Lake · ONNX

CPU

22.4 ms

266.4 MB

NXP i.MX 8M Plus · ONNX

CPU

387 ms

267.3 MB

MediaTek Genio 510 · ONNX

CPU

134 ms

232.1 MB

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