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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062.jpg.2u256mf3

ID: 84759255

Label: bird

062.jpg.2u24ck7m

ID: 84761577

Label: bird

non_person.COCO_val2014_000000423837.28nfjo6t.ingestion-577f6767bd-cvpq2.jpg.2u250ise

ID: 84760426

Label: not-bird

non_person.COCO_train2014_000000491330.28nggbd5.ingestion-577f6767bd-cvpq2.jpg.2u250dh9

ID: 84760658

Label: not-bird

non_person.COCO_train2014_000000266689.28ngh5ef.ingestion-577f6767bd-cwnkv.jpg.2u250aap

ID: 84760851

Label: not-bird

person.COCO_train2014_000000152815.28ne0h33.ingestion-c4fd9fcd7-nd2jl.jpg.2u250obj

ID: 84760225

Label: not-bird

049.jpg.2u253j4q

ID: 84759461

Label: bird

non_person.COCO_val2014_000000494404.28nfc909.ingestion-577f6767bd-qch2l.jpg.2u250jcv

ID: 84760400

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

Run this model

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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	64,293
No. of clones	90