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Car Detection - Grad-CAM article

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Data (1,495 items)

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unknown.test_2038.23l6hc8h.ingestion-75d65f8bf8-v25tg.jpg.2fm513bj.ingestion-575d7f9f5f-6psth.jpg.2g851lk6

ID: 1518073004

Label: unknown

cars.01045.23l5eq3g.ingestion-75d65f8bf8-v25tg.jpg.2fm50hmk.ingestion-575d7f9f5f-vzp2l.jpg.2g8511ir

ID: 1518073671

Label: cars

unknown.test_3147.23l6hnc3.ingestion-75d65f8bf8-xqqb9.jpg.2fm5198u.ingestion-575d7f9f5f-pz4jd.jpg.2g851sij

ID: 1518072807

Label: unknown

unknown.test_3359.23l6hpdd.ingestion-75d65f8bf8-xqqb9.jpg.2fm51ae5.ingestion-575d7f9f5f-pz4jd.jpg.2g851t7m

ID: 1518072797

Label: unknown

cars.01562.23l5evjr.ingestion-75d65f8bf8-v25tg.jpg.2fm50jc9.ingestion-575d7f9f5f-6psth.jpg.2g8513kh

ID: 1518073594

Label: cars

unknown.test_2870.23l6hkjv.ingestion-75d65f8bf8-v25tg.jpg.2fm517ok.ingestion-575d7f9f5f-vzp2l.jpg.2g851qds

ID: 1518072864

Label: unknown

cars.02816.23l5fchr.ingestion-75d65f8bf8-v25tg.jpg.2fm50pfk.ingestion-575d7f9f5f-6psth.jpg.2g851ahe

ID: 1518073380

Label: cars

cars.00852.23l5eo54.ingestion-75d65f8bf8-v25tg.jpg.2fm50h20.ingestion-575d7f9f5f-pz4jd.jpg.2g8510u6

ID: 1518073702

Label: cars

Model accuracy, Impulse #4 (Unoptimized (float32))

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Validation set

99.2%

Test set

100.0%

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

Latency

6412 ms.

Peak RAM usage

1.3M

Flash usage

106.1K

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Dataset summary

Data collected

1,495 items

Labels

cars, unknown

Project info

Project ID	49115
Project version	2
License	BSD 3-Clause Clear
No. of views	141,790
No. of clones	2