Justin Lutz / Bird-classifier Public

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Bird-classifier

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About this project

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Data (3,270 items)

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person.COCO_train2014_000000328688.28ne7t8s.ingestion-c4fd9fcd7-s4248.jpg.2u250sk7

ID: 84760076

Label: not-bird

non_person.COCO_val2014_000000404462.28nfdtmp.ingestion-577f6767bd-cvpq2.jpg.2u250ie0

ID: 84760437

Label: not-bird

person.COCO_val2014_000000038439.28ndscc7.ingestion-c4fd9fcd7-s4248.jpg.2u2514hd

ID: 84759861

Label: not-bird

128.jpg.2u24jdpo

ID: 84761071

Label: bird

125.jpg.2u255ja4

ID: 84759304

Label: bird

non_person.COCO_train2014_000000239668.28ngnsr7.ingestion-577f6767bd-pkb77.jpg.2u250a4p

ID: 84760870

Label: not-bird

072.jpg.2u24d827

ID: 84761465

Label: bird

non_person.COCO_val2014_000000079566.28nfocco.ingestion-577f6767bd-cvpq2.jpg.2u250f66

ID: 84760581

Label: not-bird

Model accuracy (Unoptimized (float32))

Validation set

85.9%

Test set

83.4%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

130 ms.

Peak RAM usage

41.1K

Flash usage

109.8K

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Dataset summary

Data collected

3,270 items

Labels

bird, not-bird

Project info

Project ID	86981
Project version	1
License	No license attached
No. of views	88,257
No. of clones	103