Pests are a common problem in the world, they destroy crops.Here done recognizing the Colorado potato beetle with help Edge Impulse (FOMO) in ESP32 CAM.
Data collectionI started looking for data on the Internet, but it turned out they were not there (already collected) and then I spent the night collecting them from the Internet by downloading from various sources.
The model was trained and tested on test data
after that, real-time testing was carried out using a smartphone
Adding data to get a better resultSince the result does not suit me, I added the data using my smartphone
Since I use ESP 32 CAM, it has different camera pins and I need to change them as indicated here
https://github.com/edgeimpulse/firmware-espressif-esp32
since I don’t have a screen, I put the LED on when objects are recognized, it lights up red, the rest of the time it’s green, for this you need to download the project from the above link the project created by the team Edge impulse add lines of code compile with ESP IDF and download firmware
https://github.com/edgeimpulse/firmware-espressif-esp32
here it is described in detail how to build a project and flash
Real world testURL in project Edge impulse https://studio.edgeimpulse.com/public/15508/latest
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