Arijit Das / Pneumonia detection using EdgeML Public

Target: Cortex-M4F 80MHz Clone this project

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Pneumonia detection using EdgeML

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Data (4,729 items)

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person1471_virus_2549.jpeg.1s4pf03m

ID: 9561107

Label: virus

IM-0350-0001.jpeg.1s4p26k8

ID: 9562400

Label: normal

person261_bacteria_1225.jpeg.1s4s7vb8

ID: 9559442

Label: bacteria

NORMAL2-IM-0974-0001.jpeg.1s4p2efg

ID: 9562308

Label: normal

person613_virus_1181.jpeg.1s4pf5n5

ID: 9560960

Label: virus

person1531_virus_2666.jpeg.1s4petpr

ID: 9561205

Label: virus

NORMAL2-IM-0995-0001.jpeg.1s4p63li

ID: 9561772

Label: normal

person1140_virus_1885.jpeg.1s4pf0bh

ID: 9561102

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	86,424
No. of clones	20