AlexGidiotis/Multimodal-Gesture-Recognition-with-LSTMs-and-CTC AlexGidiotis/Multimodal-Gesture-Recognition-with-LSTMs-and-CTC

  • Stars
    star
    27
  • Rank 905,827 (Top 18 %)
  • Language
    Python
  • License
    MIT License
  • Created about 7 years ago
  • Updated over 5 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
AlexGidiotis/Multimodal-Gesture-Recognition-with-LSTMs-and-CTC
github

AlexGidiotis

Reviews

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

Repository Details

An end-to-end system that performs temporal recognition of gesture sequences using speech and skeletal input. The model combines three networks with a CTC output layer that recognises gestures from continuous stream.

More Repositories

1

Document-Classifier-LSTM

A bidirectional LSTM with attention for multiclass/multilabel text classification.
Python
169
star
2

Advanced-ML-techniques

This repo contains implementation of advanced ML techniques. Includes model ensembles, cost-sensitive learning and dealing with class imbalance.
Python
19
star
3

DANCER-summ

Code for the paper "A Divide-and-Conquer Approach to the Summarization of Long Documents"
Python
17
star
4

keras-CF-NADE

keras implementation of Neural Autoregressive Distribution Estimator for Collaborative Filtering
Python
9
star
5

PMC-StructuredAbstracts-Dataset

Code to obtain the PMC-SA. A dataset for the summarization of scientific articles.
Python
5
star
6

gpt-light

The easiest repo for building GPT applications.
Python
5
star
7

predict_query_product_relevance

we try to predict a relevance score between a search term and a product
Python
4
star
8

ml-algorithms-minimal

Pure python implementations of popular ML algorithms.
Jupyter Notebook
3
star
9

LSTM-Language-Models

Experiments with LSTM networks for language modeling.
Python
2
star
10

Automatic_Gesture_Recognition

In this project we address the task of multimodal recognition of gestures. We are using skeletal, speech, rgb and depth streams to recognise sequences of gestures.
Python
2
star
11

Bayesian-Summarization

Python
1
star
12

Keras-tutorial-on-CNNs

Tutorial on how to implement a simple CNN for image classification and face detection.
Python
1
star