Giter Site home page Giter Site logo

lipreading-1's Introduction

LipReading

Neural Network project to caption videos obtained from OuluVS database.

File Description

  • 3d_convolution.py: Predict video class using 3D Convolution directly on the videos.

  • flattened_video_rnn.py: Predict video class by using a sequence of flattened images.

  • audio_file_nn.py: Predict video class using the audio files.

  • audio_plot_nn.py: Predict video class using the plot of the audio files.

  • extract_audio_files.py: Takes a list of videos and extracts mono audio (WAV) files.

  • plot_bounding_box.py: Read the values in the CSV and plot the boxes with matplotlib.

  • generate_mouth_coordinates.py: Generate the CSV file for the mouth bounding box.

  • process_images.py: Methods to reduce the resolution or properties of images.

Requirements to generate box_coordinates.csv

  • Dlib

  • ffmpeg

  • Numpy

  • Matplotlib

lipreading-1's People

Contributors

iamhectorotero avatar nsamarin avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.