/Face-detection-base-on-ResnetSSD

A project can perform face-detection in image/webcam, based on opencv and deep-learning

Primary LanguageJupyter Notebook

Face detection base on ResnetSSD

Project of Face detection using Resnet and SSD, apply in image and webcam.
(The code comments are descibed in chinese)

Folder Intro

—test_out

The result of my test in webcam.

—Resnet_SSD_deploy/Res10_300x300_SSD_iter_140000.caffemodel

Files save the pre-trained SSD-Resnet caffe model.

  • .prototxt file specifies the architecture of the neural network – how the different layers are arranged etc.
  • .caffemodel file stores the weights of the trained model.

OpenCV’s deep learning face detector is based on the Single Shot Detector (SSD) framework with a ResNet base network (unlike other OpenCV SSDs that you may have seen which typically use MobileNet as the base network).

Result

my test