Manivannan / Wearable device for bedridden patients Public

Target: Cortex-M4F 80MHz Clone this project

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Wearable device for bedridden patients

Accelerometer

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Data (17 samples)

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Emergency.3fq5fn9o

ID: 141827715

Label: Emergency

Sample length: 40s

Water.3fq5krji

ID: 141827713

Label: Water

Sample length: 1m 0s

Help.3fq57mki

ID: 141827718

Label: Help

Sample length: 1m 0s

Help.3fq55e9g

ID: 141827719

Label: Help

Sample length: 1m 0s

Random Movements.3fq60gfh

ID: 141827711

Label: Random Movements

Sample length: 1m 0s

Idle.3fq5moql

ID: 141827709

Label: Idle

Sample length: 20s

Emergency.3fq5d9k5

ID: 141827716

Label: Emergency

Sample length: 40s

Emergency.3fq59qpf

ID: 141827720

Label: Emergency

Sample length: 20s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

96.7%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

43 ms.

Peak RAM usage

5.4K

Flash usage

17.3K

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Dataset summary

Data collected

12m 20s

Sensors

accX, accY, accZ @ 100Hz

Labels

Emergency, Help, Idle, Random Movements, Water

Project info

Project ID	147925
Project version	1
License	Apache 2.0
No. of views	22,204
No. of clones	21