Justin Lutz / Bird-classifier Public

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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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non_person.COCO_val2014_000000185046.28nggoi3.ingestion-577f6767bd-pkb77.jpg.2u250gf5

ID: 84760514

Label: not-bird

non_person.COCO_val2014_000000281591.28ngkrs8.ingestion-577f6767bd-pkb77.jpg.2u250hcl

ID: 84760471

Label: not-bird

094.jpg.2u24i938

ID: 84761217

Label: bird

119.jpg.2u256n96

ID: 84759205

Label: bird

109.jpg.2u24hp5d

ID: 84761339

Label: bird

non_person.COCO_train2014_000000082716.28nft702.ingestion-577f6767bd-pkb77.jpg.2u2508ho

ID: 84761001

Label: not-bird

014.jpg.2u24i7vv

ID: 84761283

Label: bird

non_person.COCO_val2014_000000550322.28ngm00o.ingestion-577f6767bd-pkb77.jpg.2u250jsr

ID: 84760380

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	100,467
No. of clones	105