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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84.jpg.2u24hosr

ID: 84761360

Label: bird

person.COCO_val2014_000000548179.28ndse70.ingestion-c4fd9fcd7-nd2jl.jpg.2u251brk

ID: 84759672

Label: not-bird

098.jpg.2u253jlv

ID: 84759426

Label: bird

012.jpg.2u24i7vn

ID: 84761284

Label: bird

153.jpg.2u24i9q5

ID: 84761172

Label: bird

141.jpg.2u2532uk

ID: 84759539

Label: bird

person.COCO_val2014_000000491835.28nf1kve.ingestion-577f6767bd-pkb77.jpg.2u251b0u

ID: 84759702

Label: not-bird

person.COCO_train2014_000000409375.28netpd0.ingestion-c4fd9fcd7-nd2jl.jpg.2u250vbs

ID: 84760000

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

On any device

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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	69,393
No. of clones	90