mattyV / ai-sentry Public

Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

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ai-sentry

Object detection

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Data (300 items)

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150_png_jpg.rf.5035a3874de90077e3803f9d9fc0c312

ID: 2303562560

1543_person_jpg.rf.4e8ab40d5db89eca55f0619c840c67ac

ID: 2303562653

-1_-Av513706663-P1-_mp4-53_jpg.rf.bf2eccea21d12be9cd727407b188d2b2

ID: 2303562445

037_jpg.rf.4eabb8ab6a8d85eeb72a7331a8653b93

ID: 2303562476

000750_r_jpg.rf.c6f7fdac1bb1a78354a3f7befcd60df5

ID: 2303562603

1440_person_jpg.rf.a9c051ebfd53bc132fcb218895bbbe31

ID: 2303562637

50-Ways-to-Fall_mp4-120_jpg.rf.d6565ed0c8b652dbb0c06e3b8a259e96

ID: 2303562514

22-atomic-rooms-faccilongo_square_jpg.rf.328b65036559aaed79d6dd2940a5fe5a

ID: 2303562472

Model accuracy (Unoptimized (float32))

Validation set

81.9%

Test set

40.3%

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

4420 ms.

Peak RAM usage

496.2K

Flash usage

81.0K

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Dataset summary

Data collected

300 items

Labels

person

Project info

Project ID	802405
Project version	2
License	3-Clause BSD
No. of views	631
No. of clones	0