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_000000082486.28nf1364.ingestion-577f6767bd-pkb77.jpg.2u250mi4

ID: 84760273

Label: not-bird

person.COCO_train2014_000000236260.28neivv1.ingestion-c4fd9fcd7-f57fk.jpg.2u250q5d

ID: 84760156

Label: not-bird

137.jpg.2u256ngh

ID: 84759191

Label: bird

204.jpg.2u256o8l

ID: 84759135

Label: bird

person.COCO_train2014_000000522669.28nf321p.ingestion-577f6767bd-pkb77.jpg.2u25126f

ID: 84759920

Label: not-bird

120.jpg.2u24cks5

ID: 84761531

Label: bird

person.COCO_train2014_000000475535.28nf4h9o.ingestion-577f6767bd-cvpq2.jpg.2u2510ou

ID: 84759965

Label: not-bird

031.jpg.2u255i9j

ID: 84759379

Label: 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	59,499
No. of clones	85