opconty/face_detection_in_realtime opconty/face_detection_in_realtime

  • Stars
    star
    47
  • Rank 604,252 (Top 12 %)
  • Language
    Jupyter Notebook
  • Created over 6 years ago
  • Updated over 6 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
opconty/face_detection_in_realtime
github

opconty

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

This repository is the implementation of face detection in real time using YOLOv3 framework with keras(tensorflow backend). For use in embeded devices, so I choose a computation-efficient CNN architecture named ShuffleNet version 2 and train it from scratch(about 50 epoches) on FDDB.

More Repositories

1

pytorch_ctpn

This is a pytorch implementation of CTPN(Detecting Text in Natural Image with Connectionist Text Proposal Network). You may want to finetune from: https://drive.google.com/open?id=1JHhI4sEIXfs5gDa1I9AgJBY477HTzAd0
Python
292
star
2

Transformer_STR

PyTorch implementation of my new method for Scene Text Recognition (STR) based on Transformer,Equipped with Transformer, this method outperforms the best model of the aforementioned deep-text-recognition-benchmark by 7.6% on CUTE80.
Python
222
star
3

keras-shufflenetV2

Keras implementation of ShuffleNet V2
Python
96
star
4

pixellink_keras

pixellink in keras
Python
36
star
5

keras_std_plus_plus

This repository is the official implementation of `A Semantic-based Arbitrarily-Oriented Scene Text Detector`(named STD++ as it is the improved version of STD).
Python
30
star
6

keras_std

This repository is the official implementation of Semantic-based Scene Text Detector(STD for short), a new scene text detection method, inspired by the idea of CSP, which is used on Pedestrian Detection.
Python
2
star