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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023.jpg.2u256lse

ID: 84759282

Label: bird

102.jpg.2u24hp39

ID: 84761345

Label: bird

person.COCO_train2014_000000264395.28neqe92.ingestion-c4fd9fcd7-s4248.jpg.2u250rc9

ID: 84760127

Label: not-bird

151.jpg.2u24b6b6

ID: 84761650

Label: bird

person.COCO_train2014_000000383622.28nepn47.ingestion-c4fd9fcd7-f57fk.jpg.2u250um3

ID: 84760014

Label: not-bird

non_person.COCO_val2014_000000581253.28ng1ndb.ingestion-577f6767bd-cvpq2.jpg.2u250kct

ID: 84760364

Label: not-bird

035.jpg.2u24jcnj

ID: 84761135

Label: bird

003.jpg.2u255hql

ID: 84759404

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	84,424
No. of clones	103