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Car Detection - Grad-CAM article

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Data (1,495 items)

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cars.02695.23l5fbbi.ingestion-75d65f8bf8-8klns.jpg.2fm50p1e.ingestion-575d7f9f5f-6psth.jpg.2g8519mq

ID: 1518073402

Label: cars

cars.00537.23l5ekrp.ingestion-75d65f8bf8-v25tg.jpg.2fm50gc1.ingestion-575d7f9f5f-vzp2l.jpg.2g850var

ID: 1518073757

Label: cars

cars.01259.23l5esch.ingestion-75d65f8bf8-8klns.jpg.2fm50iem.ingestion-575d7f9f5f-pz4jd.jpg.2g8512u9

ID: 1518073647

Label: cars

cars.02224.23l5f6k1.ingestion-75d65f8bf8-xqqb9.jpg.2fm50mje.ingestion-575d7f9f5f-pz4jd.jpg.2g8517a8

ID: 1518073471

Label: cars

unknown.test_1232.23l6h3tv.ingestion-75d65f8bf8-8klns.jpg.2fm50vtb.ingestion-575d7f9f5f-vzp2l.jpg.2g851hk2

ID: 1518073127

Label: unknown

unknown.test_1107.23l6h2n2.ingestion-75d65f8bf8-8klns.jpg.2fm50vgt.ingestion-575d7f9f5f-vzp2l.jpg.2g851gve

ID: 1518073145

Label: unknown

unknown.test_3378.23l6hpj1.ingestion-75d65f8bf8-xqqb9.jpg.2fm51aeb.ingestion-575d7f9f5f-6psth.jpg.2g851u52

ID: 1518072776

Label: unknown

cars.02904.23l5fdf2.ingestion-75d65f8bf8-8klns.jpg.2fm50pof.ingestion-575d7f9f5f-vzp2l.jpg.2g851at3

ID: 1518073358

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	186,548
No. of clones	2