Edge Impulse Inc. / GPT-4o Cloud Type Experiment Public

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GPT-4o Cloud Type Experiment

https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/BSETKZ

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Data (4,167 items)

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31QFB_05000

ID: 1057686495

Label: altostratus

19TFK_50007000

ID: 1057686586

Label: altocumulus

20LRP_90004000

ID: 1057688001

Label: no cloud

42UUE_80008000

ID: 1057688497

Label: no cloud

34WFT_70000

ID: 1057687168

Label: cumulus

31TGN_60001000

ID: 1057687516

Label: no cloud

29SQR_80000

ID: 1057688939

Label: no cloud

35TME_40008000

ID: 1057685507

Label: cumulus

Model accuracy (Unoptimized (float32))

Validation set

77.1%

Test set

98.2%

On-device performance (Cortex-M7 216MHz, Quantized (int8))

Latency

89 ms.

Peak RAM usage

232.9K

Flash usage

598.1K

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Dataset summary

Data collected

4,167 items

Labels

altocumulus, altostratus, cirrocumulus, cirrostratus, cirrus and 8 others

Project info

Project ID	430153
Project version	1
License	BSD 3-Clause Clear
No. of views	72,028
No. of clones	4