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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39WWM_90001000

ID: 1057686415

Label: cumulus

51JWF_30000

ID: 1057686858

Label: stratocumulus

42UXB_10003000

ID: 1057686695

Label: stratocumulus

07WFP_10005000

ID: 1057687839

Label: no cloud

43WFN_02000

ID: 1057686458

Label: cumulus

38UPV_60000

ID: 1057688844

Label: no cloud

21HUV_50005000

ID: 1057687019

Label: stratus

31PHS_90009000

ID: 1057688761

Label: no cloud

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	93,133
No. of clones	4