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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144.jpg.2u24hpif

ID: 84761316

Label: bird

121.jpg.2u2532o9

ID: 84759553

Label: bird

122.jpg.2u256n9m

ID: 84759202

Label: bird

person.COCO_val2014_000000343401.28ne46tl.ingestion-c4fd9fcd7-nd2jl.jpg.2u2519b5

ID: 84759750

Label: not-bird

non_person.COCO_val2014_000000482526.28nfri2b.ingestion-577f6767bd-pkb77.jpg.2u250jcr

ID: 84760392

Label: not-bird

non_person.COCO_train2014_000000139326.28nflfsp.ingestion-577f6767bd-cvpq2.jpg.2u250964

ID: 84760959

Label: not-bird

113.jpg.2u2532ll

ID: 84759562

Label: bird

person.jpg.2bh8prm5.ingestion-79d8b576c9-75469.jpg.2u251cql

ID: 84759654

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	59,514
No. of clones	85