Open mrlt8 opened 3 years ago
I'm doing something similar to this (though I'm using the RTSP firmware).
I used TrainYourOwnYOLO to create an image classifier that can recognize USPS, UPS and Fedex logos. When they are detected it triggers a motion event which sends my phone and watch a preview image. This automatically logs the times when these trucks make deliveries, so I have a better idea when to expect deliveries in the future.
I also save off the images and the coordinates of what was recognized to a file, which I first verify and then feed back into the training data. I trained a tiny-yolo model, so I'm able to run the whole thing on a raspberry pi 4. I actually ended up adding a delay after each detection to reduce the number of duplicate images (and to keep the pi4 from running too hot).
Not really a feature request, but a quick example to get local AI on the wyze stream with yolov5 using 14 lines of code!
yolov5 requirements:
pip install -r https://raw.githubusercontent.com/ultralytics/yolov5/master/requirements.txt