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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013.jpg.2u24cjdi

ID: 84761627

Label: bird

person.COCO_train2014_000000002560.28neq0um.ingestion-c4fd9fcd7-f57fk.jpg.2u250kd3

ID: 84760357

Label: not-bird

non_person.COCO_val2014_000000425762.28ng6070.ingestion-577f6767bd-cvpq2.jpg.2u250isi

ID: 84760424

Label: not-bird

person.COCO_train2014_000000007689.28nev6p0.ingestion-577f6767bd-cvpq2.jpg.2u250kdg

ID: 84760355

Label: not-bird

person.COCO_val2014_000000523871.28nepvgs.ingestion-c4fd9fcd7-s4248.jpg.2u251br2

ID: 84759685

Label: not-bird

002.jpg.2u256lpu

ID: 84759289

Label: bird

091.jpg.2u253jim

ID: 84759430

Label: bird

person.COCO_val2014_000000147577.28nea4fj.ingestion-c4fd9fcd7-nd2jl.jpg.2u25162q

ID: 84759821

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	78,427
No. of clones	94