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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046.jpg.2u24jctb

ID: 84761130

Label: bird

non_person.COCO_train2014_000000311914.28ng4on9.ingestion-577f6767bd-pkb77.jpg.2u250as3

ID: 84760815

Label: not-bird

113.jpg.2u255j4q

ID: 84759315

Label: bird

person.COCO_train2014_000000036488.28nf1md2.ingestion-577f6767bd-qch2l.jpg.2u250lei

ID: 84760329

Label: not-bird

144.jpg.2u24hpif

ID: 84761316

Label: bird

159.jpg.2u256npa

ID: 84759175

Label: bird

non_person.COCO_train2014_000000500324.28ngmqn4.ingestion-577f6767bd-pkb77.jpg.2u250dja

ID: 84760655

Label: not-bird

non_person.COCO_val2014_000000477792.28ngp777.ingestion-577f6767bd-pkb77.jpg.2u250jcp

ID: 84760402

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

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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	88,243
No. of clones	103