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Car Detection - Grad-CAM article

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Data (1,495 items)

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cars.02679.23l5fb6k.ingestion-75d65f8bf8-8klns.jpg.2fm50otf.ingestion-575d7f9f5f-pz4jd.jpg.2g8519he

ID: 1518073408

Label: cars

cars.02147.23l5f5pv.ingestion-75d65f8bf8-8klns.jpg.2fm50maq.ingestion-575d7f9f5f-pz4jd.jpg.2g85170r

ID: 1518073481

Label: cars

cars.03422.23l5fiqu.ingestion-75d65f8bf8-v25tg.jpg.2fm50ses.ingestion-575d7f9f5f-vzp2l.jpg.2g851dap

ID: 1518073267

Label: cars

unknown.test_1040.23l6h20n.ingestion-75d65f8bf8-xqqb9.jpg.2fm50v59.ingestion-575d7f9f5f-pz4jd.jpg.2g851g0h

ID: 1518073170

Label: unknown

cars.02735.23l5fbn8.ingestion-75d65f8bf8-8klns.jpg.2fm50pag.ingestion-575d7f9f5f-pz4jd.jpg.2g851a0n

ID: 1518073385

Label: cars

cars.03477.23l5fjct.ingestion-75d65f8bf8-8klns.jpg.2fm50smf.ingestion-575d7f9f5f-pz4jd.jpg.2g851dfh

ID: 1518073255

Label: cars

unknown.test_281.23l6hk0j.ingestion-75d65f8bf8-8klns.jpg.2fm50u1r.ingestion-575d7f9f5f-pz4jd.jpg.2g851f5v

ID: 1518073202

Label: unknown

unknown.test_4008.23l6hvqk.ingestion-75d65f8bf8-v25tg.jpg.2fm51e9i.ingestion-575d7f9f5f-6psth.jpg.2g8521ki

ID: 1518072660

Label: unknown

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	134,535
No. of clones	2