Arijit Das / Pneumonia detection using EdgeML Public

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Pneumonia detection using EdgeML

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Data (4,729 items)

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person448_bacteria_1935.jpeg.1s4s7r03

ID: 12931125

Label: bacteria

person295_virus_612.jpeg.1s4pf31o

ID: 12932525

Label: virus

person319_bacteria_1479.jpeg.1s4s7ffu

ID: 12931704

Label: bacteria

person75_bacteria_364.jpeg.1s4s82mf

ID: 12930773

Label: bacteria

person435_bacteria_1879.jpeg.1s4s7g1d

ID: 12931683

Label: bacteria

IM-0490-0001.jpeg.1s4p4qso

ID: 12933459

Label: normal

person753_virus_1378.jpeg.1s4pemee

ID: 12933090

Label: virus

NORMAL2-IM-1156-0001.jpeg.1s4p1qam

ID: 12934102

Label: normal

Model accuracy (Unoptimized (float32))

Validation set

78.7%

Test set

64.9%

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

Latency

1675 ms.

Peak RAM usage

265.4K

Flash usage

165.0K

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Dataset summary

Data collected

4,729 items

Labels

bacteria, normal, virus

Project info

Project ID	18340
Project version	2
License	No license attached
No. of views	86,433
No. of clones	20