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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person.COCO_train2014_000000496646.28nedgcp.ingestion-c4fd9fcd7-s4248.jpg.2u2511f3

ID: 84759947

Label: not-bird

073.jpg.2u24b5d7

ID: 84761708

Label: bird

non_person.COCO_train2014_000000124152.28ng9skh.ingestion-577f6767bd-cwnkv.jpg.2u25090g

ID: 84760971

Label: not-bird

127.jpg.2u24aarr

ID: 84761771

Label: bird

person.COCO_train2014_000000354878.28nf2lg7.ingestion-577f6767bd-qch2l.jpg.2u250tvv

ID: 84760048

Label: not-bird

non_person.COCO_train2014_000000453133.28ngemn2.ingestion-577f6767bd-cwnkv.jpg.2u250csb

ID: 84760685

Label: not-bird

70.jpg.2u24honi

ID: 84761369

Label: bird

089.jpg.2u2532e1

ID: 84759578

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	64,026
No. of clones	90