Open magsol opened 1 year ago
First, some downloads.
yolov4-tiny weights:
https://github.com/AlexeyAB/darknet/releases/download/yolov4/yolov4-tiny.weights
yolov4-tiny config:
https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/yolov4-tiny.cfg
Classes can be found packaged with OpenCV in the examples:
/path/to/opencv/samples/data/dnn/object_detection_classes_yolov3.txt
Ideally, we'd like to perform real-time object detection. Whether this is possible on a Pi 3B+ has yet to be determined, but we'll proceed for now as though it is.
In particular, we want to detect:
OpenCV has some built-in Haar Cascades pre-trained weights, in particular:
(these are located at
~/.local/lib/python3.9/site-packages/cv2/data
)But beyond that, we'll need a custom object detector.