ID: 5d878f59586f124c232d6023

FaceBoxes

by Raj Kumar

Face Detector


License: MIT license

Tags: Computer Vison tensorflow Face detection Faceboxes tqdm

 Model stats and performance
Dataset Used FDDB
Framework Tensorflow
OS Used Linux
Publication View
Inference time in seconds per sample.

Screenshots


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

Author View Profile


Raj Kumar
New Delhi, India.
Level 20 25450 XP

1515 Profile
Views

I love coding

User Reviews



0 total ratings

Model has not been reviewed yet.

More by this user | Show All



Also checkout...