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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NORMAL2-IM-1342-0001.jpeg.1s4p1qeu

ID: 9562600

Label: normal

person1494_virus_2601.jpeg.1s4pf6ej

ID: 9560941

Label: virus

IM-0740-0001.jpeg.1s4p3mtp

ID: 9562076

Label: normal

person1294_virus_2222.jpeg.1s4pf0pf

ID: 9561083

Label: virus

person842_virus_1483.jpeg.1s4pesdf

ID: 9561254

Label: virus

IM-0515-0001.jpeg.1s4p2p28

ID: 9562242

Label: normal

person440_virus_893.jpeg.1s4petno

ID: 9561204

Label: virus

person111_virus_210.jpeg.1s4pf40a

ID: 9560999

Label: virus

Model accuracy, Image data, Image, Neural Network (Keras) #2 (2D Conv 32/16 2x dropout, higher LR) (Unoptimized (float32))

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Validation set

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Test set

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On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

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Flash usage

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Dataset summary

Data collected

4,729 items

Labels

bacteria, normal, virus

Project info

Project ID	18340
Project version	1
License	No license attached
No. of views	121,155
No. of clones	22