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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paper.json.1s6b2mm8

ID: 8398768

Label: paper

Sample length: 10s

scissors.json.1s6aipps

ID: 8398789

Label: scissors

Sample length: 10s

rock.json.1s6anev6

ID: 8398780

Label: rock

Sample length: 10s

rock.json.1s6arjql

ID: 8398782

Label: rock

Sample length: 10s

rock.json.1s6av7cb

ID: 8398777

Label: rock

Sample length: 10s

paper.json.1s6b36ce

ID: 8398770

Label: paper

Sample length: 10s

paper.json.1s6b4pot

ID: 8398766

Label: paper

Sample length: 10s

scissors.json.1s6af7c8

ID: 8398792

Label: scissors

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	27,188
No. of clones	71