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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person.COCO_val2014_000000240655.28ne7vcn.ingestion-c4fd9fcd7-s4248.jpg.2u2517lk

ID: 84759785

Label: not-bird

non_person.COCO_train2014_000000206597.28nfosic.ingestion-577f6767bd-qch2l.jpg.2u2509uq

ID: 84760887

Label: not-bird

person.COCO_train2014_000000217661.28neu4fe.ingestion-577f6767bd-pkb77.jpg.2u250q4c

ID: 84760166

Label: not-bird

139.jpg.2u24i9js

ID: 84761180

Label: bird

person.COCO_val2014_000000010534.28nf4546.ingestion-577f6767bd-pkb77.jpg.2u2513pl

ID: 84759880

Label: not-bird

non_person.COCO_val2014_000000417716.28nfmamr.ingestion-577f6767bd-cvpq2.jpg.2u250isb

ID: 84760429

Label: not-bird

136.jpg.2u2532t7

ID: 84759538

Label: bird

105.jpg.2u24i985

ID: 84761210

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

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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	93,726
No. of clones	104