Demo Team / Wildlife Camera: Species Classification North America v2 Public

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Wildlife Camera: Species Classification North America v2

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Data (12,954 items)

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opossum.597514f8-23d2-11e8-a6a3-ec086b02610b.jpg.33h2mqn3.ingestion-7bbdc6486c-2lrv2

ID: 102337525

Label: opossum

car.5865e3b3-23d2-11e8-a6a3-ec086b02610b.jpg.33h2lga8.ingestion-7bbdc6486c-bl4zk

ID: 102341517

Label: car

opossum.59bfde87-23d2-11e8-a6a3-ec086b02610b.jpg.33h2n1d1.ingestion-7bbdc6486c-2lrv2

ID: 102336861

Label: opossum

rodent.59a94af4-23d2-11e8-a6a3-ec086b02610b.jpg.33h2oat2.ingestion-7bbdc6486c-bl4zk

ID: 102333106

Label: rodent

rodent.59641e2c-23d2-11e8-a6a3-ec086b02610b.jpg.33h2oa6n.ingestion-7bbdc6486c-2lrv2

ID: 102333197

Label: rodent

opossum.59a49cf5-23d2-11e8-a6a3-ec086b02610b.jpg.33h2mvns.ingestion-7bbdc6486c-lwdch

ID: 102337092

Label: opossum

rabbit.59f7993e-23d2-11e8-a6a3-ec086b02610b.jpg.33h2nua7.ingestion-7bbdc6486c-lwdch

ID: 102334353

Label: rabbit

rabbit.5a2963d6-23d2-11e8-a6a3-ec086b02610b.jpg.33h2o0jc.ingestion-7bbdc6486c-2lrv2

ID: 102334074

Label: rabbit

Model accuracy (Unoptimized (float32))

Validation set

87.1%

Test set

77.6%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

13470 ms.

Peak RAM usage

1.9M

Flash usage

5.8M

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Dataset summary

Data collected

12,954 items

Labels

badger, bird, bobcat, car, cat and 10 others

Project info

Project ID	107393
Project version	2
License	BSD 3-Clause Clear
No. of views	17,301
No. of clones	2