Face Detection
HAAR CASCADING
Setup & Pre-requisites
- OpenCV Library
- Download `haarcascade_frontalface_default.xml`.
- Change `PATH_TO_IMAGE` with image path which you want to test.
Result:
MTCNN
Setup & Pre-requisites
- OpenCV Library
- Run `!pip install mtcnn` on cmd.
- Change `PATH_TO_IMAGE` with image path which you want to test.
Result:
DLIB FRONTAL_FACE_DETECTION
Setup & Pre-requisites
- OpenCV Library
- Dlib python Library
- Download `mmod_human_face_detector.dat`
- Change `PATH_TO_IMAGE` with image path which you want to test.
Result:
DLIB CNN_FACE_DETECTION
Setup & Pre-requisites
- OpenCV Library
- Dlib python Library
- Change `PATH_TO_IMAGE` with image path which you want to test.
Result:
LBP CASCADING FACE DETECTION
Setup & Pre-requisites
- OpenCV Library
- Numpy Library
- Download `lbpcascade_frontalface.xml`
- Change `PATH_TO_IMAGE` with image path which you want to test.
Result:
DNN - RESNET
Setup & Pre-requisites
- OpenCV Library
- Numpy Library
- Download `Resnet_SSD_deploy.prototxt`
- Download `Res10_300x300_SSD_iter_140000.caffemodel`
- Change `PATH_TO_IMAGE` with image path which you want to test.