This is a person detector that is based on MobileNetV2 backbone with ATSS head for 864x480 resolution.
|AP @ [ IoU=0.50:0.95 ]||0.408 (internal test set)|
Average Precision (AP) is defined as an area under the precision/recall curve.
input, shape: [1x3x480x864] - An input image in the format [BxCxHxW], where:
Expected color order is BGR.
boxesis a blob with shape: [N, 5], where N is the number of detected bounding boxes. For each detection, the description has the format: [
y_min) - coordinates of the top left bounding box corner
y_max) - coordinates of the bottom right bounding box corner.
conf- confidence for the predicted class
labelsis a blob with shape: [N], where N is the number of detected bounding boxes. In case of person detection, it is equal to
1for each detected box with person in it and
0for the background.
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