Face detector based on MobileNetV2 as a backbone with a FCOS head for indoor/outdoor scenes shot by a front-facing camera.
Metric | Value |
---|---|
AP (WIDER) | 93.36% |
GFlops | 2.853 |
MParams | 2.392 |
Source framework | PyTorch* |
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.
name: "input" , shape: [1x3x416x416] - An input image in the format [BxCxHxW], where:
Expected color order - BGR.
x_min
, y_min
, x_max
, y_max
, conf
], where:x_min
, y_min
) - coordinates of the top left bounding box cornerx_max
, y_max
) - coordinates of the bottom right bounding box corner.conf
- confidence for the predicted classlabel
per each detected box.[*] Other names and brands may be claimed as the property of others.