Justin Lutz / Bird-classifier Public

Target: Cortex-M4F 80MHz Clone this project

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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_000000445620.28neht76.ingestion-c4fd9fcd7-f57fk.jpg.2u25101v

ID: 84759971

Label: not-bird

045.jpg.2u24a9vl

ID: 84761833

Label: bird

051.jpg.2u24i8ca

ID: 84761255

Label: bird

non_person.COCO_train2014_000000485300.28nfu2jp.ingestion-577f6767bd-pkb77.jpg.2u250dah

ID: 84760669

Label: not-bird

non_person.COCO_train2014_000000469556.28nfskdd.ingestion-577f6767bd-cvpq2.jpg.2u250da2

ID: 84760667

Label: not-bird

person.COCO_train2014_000000495832.28neph0b.ingestion-c4fd9fcd7-s4248.jpg.2u2511ev

ID: 84759946

Label: not-bird

113.jpg.2u256n6s

ID: 84759208

Label: bird

person.COCO_train2014_000000212715.28neemr5.ingestion-c4fd9fcd7-s4248.jpg.2u250q47

ID: 84760167

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	79,825
No. of clones	95