This person detection example is built by SCRFD approch.
Firstly install insightface python library:
pip install -U insightface
and then load our person detection model by:
detector = insightface.model_zoo.get_model('scrfd_person_2.5g.onnx', download=True)
detector.prepare(0, nms_thresh=0.5, input_size=(640, 640))
the model will be auto-downloaded from our storage server.
In this example, we support full-body detection and recognize the corresponding visible region in a single forward pass.
Please see scrfd_person.py for detail on how to visualize the results.
The green bounding box shows the full-body while the blue mask indicates the visible region.
(We make tests on the input size of 640)
