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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person86_virus_159.jpeg.1s4pevt7

ID: 9561115

Label: virus

person1009_virus_1694.jpeg.1s4pf3m3

ID: 9561013

Label: virus

person143_virus_289.jpeg.1s4pfbkp

ID: 9560808

Label: virus

person1667_virus_2881.jpeg.1s4pkvpp

ID: 9560371

Label: virus

IM-0651-0001.jpeg.1s4p1kn1

ID: 9562646

Label: normal

person488_bacteria_2062.jpeg.1s4s7ma5

ID: 9559865

Label: bacteria

IM-0125-0001.jpeg.1s4p29vi

ID: 9562341

Label: normal

person422_virus_868.jpeg.1s4pene5

ID: 9561545

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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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	90,834
No. of clones	20