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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person639_virus_1220.jpeg.1s4pemka

ID: 9561575

Label: virus

person350_virus_725.jpeg.1s4pfan9

ID: 9560840

Label: virus

person356_bacteria_1638.jpeg.1s4s81lu

ID: 9559324

Label: bacteria

NORMAL2-IM-1151-0001.jpeg.1s4p2qlb

ID: 9562238

Label: normal

person820_virus_1456.jpeg.1s4pffhf

ID: 9560639

Label: virus

person75_bacteria_366.jpeg.1s4s7k9p

ID: 9559973

Label: bacteria

person58_bacteria_274.jpeg.1s4s884v

ID: 9558967

Label: bacteria

person1484_virus_2577.jpeg.1s4peqml

ID: 9561328

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	111,348
No. of clones	20