ESP32(S3) cam Object Detection with Edge Impulse FOMO

A step by step tutorial on how to deploy (fast and easy) a working object detection machine learning model on your ESP32 camera. Works wonder on ESP32S3 boards!

Makes use of Edge Impulse FOMO model, which you can train without any code and for FREE. Spoiler: it can run at 25 FPS!!!!

[iot_enthusiast]

I purchased the book a few days ago and based what I have seen so far, I recommend it. The coding style is consistent across the library. I like the use object-oriented principles to abstract the low-level details from user and use of the lambda functions to make the code concise.

[dgadstv]

BECAUSE I WAS THINKING i can call fomo from arduino uno and when the object is detected i can decide whether to accept that object or not. eg. fire a solinoid to open a doorlock when the object is acceptable or deny it otherwise. i am imagining a fomo function can return object name inside arduino code. is it posible?

[alexandrecrt]

Master, what if the object is on a mat? Does detection also happen assertively? Thank you very much

[azuzusy]

Hello, I have an issue. When uploading the code to my ESP32, the IP doesn't appear. This is what I get:

rst:0x8 (TG1WDT_SYS_RESET), boot:0x13 (SPI_FAST_FLASH_BOOT)
configsip: 0, SPIWP:0xee
clk_drv:0x00, q_drv:0x00, d_drv:0x00, cs0_drv:0x00, hd_drv:0x00, wp_drv:0x00
mode:DIO, clock div:1
load:0x3fff0030, len:1344
load:0x40078000, len:13964
load:0x40080400, len:3600
entry 0x400805f0

[Only_for_Harbinger_hackathon]

Awesome man, simply awesome. U have a ebook? Share the link

[awu]

Hi! Really like your video! I just wonder would there be any suggestion about export C++ library with edge impulse and build the same thing with esp idf? Thank you so much!!

[dgadstv]

hello sir. Id like to ask... say when it finds penguin and i'd like to fire a solinoid to open a cage for that penguin... is it posible in esp32CAM

[am]

Please i want to train the model manually using python