Dmitry / video_tinyml_raw Public

Target: Cortex-M4F 80MHz Clone this project

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video_tinyml_raw

About this project

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Data (48 samples)

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scissors.json.1s6afq6o

ID: 8398788

Label: scissors

Sample length: 10s

scissors.json.1s6af7c8

ID: 8398792

Label: scissors

Sample length: 10s

paper.json.1s6b5mjp

ID: 8398765

Label: paper

Sample length: 10s

scissors.json.1s6ai8eo

ID: 8398790

Label: scissors

Sample length: 10s

scissors.json.1s6ahnli

ID: 8398791

Label: scissors

Sample length: 10s

rock.json.1s6aulp4

ID: 8398776

Label: rock

Sample length: 10s

paper.json.1s6b6of2

ID: 8398763

Label: paper

Sample length: 10s

paper.json.1s6b1ejt

ID: 8398771

Label: paper

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

92.3%

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

4.6K

Flash usage

35.3K

Run this model

On any device

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Dataset summary

Data collected

5m 27s

Sensor

light_sensor @ 40Hz

Labels

paper, rock, scissors

Project info

Project ID	15854
Project version	2
License	No license attached
No. of views	21,775
No. of clones	71