Holger Navarro / Advanced_gesture_typing_solution_Build2gether_2.0 Public

Target: Raspberry Pi RP2040 (Cortex-M0+ 133MHz) Clone this project

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Advanced_gesture_typing_solution_Build2gether_2.0

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Data (690 samples)

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Gesto_A.4vu211d8

ID: 1183101855

Label: Gesto_A

Sample length: 4s

Gesto_O.4vu073lc

ID: 1183102131

Label: Gesto_O

Sample length: 4s

Gesto_A.4vu1ofet

ID: 1183101848

Label: Gesto_A

Sample length: 4s

Gesto_Zzz.4v2enipq

ID: 1183102012

Label: Gesto_Zzz

Sample length: 4s

Gesto_U.4vu6jr8v

ID: 1183101925

Label: Gesto_U

Sample length: 4s

Gesto_O.4vu0scgh

ID: 1183102239

Label: Gesto_O

Sample length: 4s

Gesto_U.4vu4bhtl

ID: 1183102163

Label: Gesto_U

Sample length: 4s

Gesto_E.4v2q8lim

ID: 1183102054

Label: Gesto_E

Sample length: 4s

Model accuracy, Impulse 1 (Unoptimized (float32))

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Validation set

92.5%

Test set

83.3%

On-device performance (Raspberry Pi RP2040 (Cortex-M0+ 133MHz), Quantized (int8))

Latency

3 ms.

Peak RAM usage

1.4K

Flash usage

17.5K

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Dataset summary

Data collected

46m 0s

Sensor

EMG @ 200Hz

Labels

Gesto_A, Gesto_E, Gesto_I, Gesto_O, Gesto_U, Gesto_Zzz

Project info

Project ID	505088
Project version	1
License	Apache 2.0
No. of views	14,043
No. of clones	32