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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36WXC_30007000

ID: 1057686445

Label: cumulus

35LKD_40002000

ID: 1057685596

Label: nimbostratus

31TDJ_20009000

ID: 1057687808

Label: no cloud

43WFM_10003000

ID: 1057686969

Label: stratus

39VXF_02000

ID: 1057688934

Label: no cloud

14RNQ_50004000

ID: 1057686125

Label: cumulus

21HXD_90004000

ID: 1057685384

Label: stratocumulus

37LDH_80000

ID: 1057686032

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 6 others

Project info

Project ID	430153
Project version	1
License	BSD 3-Clause Clear
No. of views	102,610
No. of clones	4