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Car Detection - Grad-CAM article

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Data (1,495 items)

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cars.00804.23l5enk9.ingestion-75d65f8bf8-8klns.jpg.2fm50gsk.ingestion-575d7f9f5f-vzp2l.jpg.2g8510mp

ID: 1518073717

Label: cars

unknown.test_308.23l6hmn2.ingestion-75d65f8bf8-xqqb9.jpg.2fm50ucj.ingestion-575d7f9f5f-6psth.jpg.2g851f66

ID: 1518073207

Label: unknown

unknown.test_1910.23l6haun.ingestion-75d65f8bf8-v25tg.jpg.2fm512t3.ingestion-575d7f9f5f-6psth.jpg.2g851li8

ID: 1518073008

Label: unknown

unknown.test_3167.23l6hni2.ingestion-75d65f8bf8-8klns.jpg.2fm51996.ingestion-575d7f9f5f-pz4jd.jpg.2g851sk1

ID: 1518072798

Label: unknown

cars.01695.23l5f139.ingestion-75d65f8bf8-v25tg.jpg.2fm50k45.ingestion-575d7f9f5f-vzp2l.jpg.2g8514m9

ID: 1518073575

Label: cars

unknown.test_426.23l6i26b.ingestion-75d65f8bf8-8klns.jpg.2fm50uoj.ingestion-575d7f9f5f-6psth.jpg.2g851flc

ID: 1518073175

Label: unknown

unknown.test_3011.23l6hm10.ingestion-75d65f8bf8-v25tg.jpg.2fm51892.ingestion-575d7f9f5f-6psth.jpg.2g851r1q

ID: 1518072841

Label: unknown

cars.00149.23l5egjt.ingestion-75d65f8bf8-xqqb9.jpg.2fm50e8a.ingestion-575d7f9f5f-6psth.jpg.2g850u6i

ID: 1518073793

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	111,910
No. of clones	2