Face detector based on ResNet152 as a backbone with a ATSS head for indoor and outdoor scenes shot by a front-facing camera.
Average Precision (AP) is defined as an area under the precision/recall curve. All numbers were evaluated by taking into account only faces bigger than 64 x 64 pixels.
input, shape: [1x3x640x640] - An input image in the format [BxCxHxW], where:
Expected color order: BGR.
boxesis a blob with the 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 the shape [N], where N is the number of detected bounding boxes. It contains
labelper each detected box.
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