This is an inference-only implementation for MXNet of tiny face. See the following references for more information:
"Finding Tiny Faces."
Peiyun Hu, Deva Ramanan
arXiv preprint arXiv:1612.04402, 2016.
https://arxiv.org/abs/1612.04402
- Download the origin author's model from here.
- Transform the origin Matconvnet model to MXNet model using matconvnet_hr101_to_mxnet.py.
- To run:
- simply run tiny_detection_mxnet.py
- use from your code
from tiny_fd import TinyFacesDetector
import cv2 as cv
detector = TinyFacesDetector(model_root='./', prob_thresh=0.5, gpu_idx=0)
img = cv.imread('./selfie.jpg')
boxes = detector.detect(img)You should install opencv-python 2.4 to get the nearly completely identical result to the origin implemetation.