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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person1_virus_12.jpeg.1s4pkv1h

ID: 9560389

Label: virus

person826_bacteria_2737.jpeg.1s4s7ik6

ID: 9560057

Label: bacteria

NORMAL2-IM-0259-0001.jpeg.1s4pia00

ID: 9560523

Label: normal

person940_virus_1605.jpeg.1s4pesc5

ID: 9561256

Label: virus

NORMAL2-IM-1011-0001.jpeg.1s4p2vqs

ID: 9562205

Label: normal

NORMAL2-IM-1142-0001-0002.jpeg.1s4p2cr3

ID: 9562326

Label: normal

NORMAL2-IM-0201-0001.jpeg.1s4pibpj

ID: 9560487

Label: normal

person370_virus_752.jpeg.1s4pf9q4

ID: 9560867

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	102,564
No. of clones	20