FACE DETECTOR

WHAT IS IT?

Face Detector model for Face detection.This is an implementation of FaceBoxes: A CPU Real-time Face Detector with High Accuracy. To achieve Real Time Face Detection FaceBoxes uses -

• Rapidly Digested Convolutional Layers (RDCL).
• The Multiple Scale Convolutional Layers (MSCL)
• The anchor densification strategy

  HOW TO USE?

  To run the script python run.py -input test.jpg -gpu_frac 1 . To get the help options python run.py -h usage: run.py [-h] [-input INPUT] [-gpu_frac GPU_FRAC]

Optional arguments: -h, --help          show this help message and exit -input            INPUT               mention input image -gpu_frac      GPU_FRAC      mention gpu fraction to use

WHAT ARE THE REQUIREMENTS?

To get all the requirements and dependencies installed run the command For GPU - pip install -r gpu_requirements.txt For CPU - pip install -r cpu_requirements.txt

Stats

CPU - 0.488 GPU - 0.37