Edge Impulse Experts / Gesture detection Public

Target: Nordic nRF52840 DK (Cortex-M4F 64MHz) Clone this project

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Gesture detection

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Data (293 samples)

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circle.6bplo55l.s65

ID: 2467141646

Label: circle

Sample length: 1s

random-motion.6bpm2ae8.s7

ID: 2467141431

Label: random-motion

Sample length: 1s

idle.6bpmeorp.s10

ID: 2467141563

Label: idle

Sample length: 1s

circle.6bplo55l.s42

ID: 2467141627

Label: circle

Sample length: 1s

random-motion.6bpm2ae8.s54

ID: 2467141468

Label: random-motion

Sample length: 1s

random-motion.6bpm2ae8.s47

ID: 2467141463

Label: random-motion

Sample length: 1s

left-right.6bpltme0.s67

ID: 2467141543

Label: left-right

Sample length: 1s

left-right.6bpltme0.s45

ID: 2467141525

Label: left-right

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

96.6%

Test set

96.7%

On-device performance (Nordic nRF52840 DK (Cortex-M4F 64MHz), Quantized (int8))

Latency

9 ms.

Peak RAM usage

1.4K

Flash usage

15.3K

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Dataset summary

Data collected

5m 52s

Sensors

Ax, Ay, Az @ 52Hz

Labels

circle, idle, left-right, random-motion

Project info

Project ID	848088
Project version	1
License	3-Clause BSD
No. of views	3,373
No. of clones	1