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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136.jpg.2u249hng

ID: 84761877

Label: bird

149.jpg.2u24i9ob

ID: 84761176

Label: bird

non_person.COCO_train2014_000000421656.28ngfhmj.ingestion-577f6767bd-pkb77.jpg.2u250cfv

ID: 84760717

Label: not-bird

176.jpg.2u256nvg

ID: 84759155

Label: bird

non_person.COCO_train2014_000000410817.28ng5b6t.ingestion-577f6767bd-pkb77.jpg.2u250c5t

ID: 84760731

Label: not-bird

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

ID: 84760127

Label: not-bird

060.jpg.2u255ij1

ID: 84759359

Label: bird

person.COCO_val2014_000000310442.28ndva0j.ingestion-c4fd9fcd7-f57fk.jpg.2u2518hn

ID: 84759762

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	54,141
No. of clones	85