ml5js/ml5-library

LipNet class

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#105 opened on Mar 20, 2018

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 (1 comment) (1 reaction) (0 assignees)JavaScript (6,136 stars) (905 forks)batch import
feature requesthelp wanted

Description

This might be interesting to integrate at some point (esp since there is a keras example)

https://arxiv.org/abs/1611.01599 https://github.com/rizkiarm/LipNet

Contributor guide

Tech stack
javascripttensorflow
Domain
frontendmachine learning
Issue type
feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
over 1 week
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
unclear
Prerequisites
Familiarity with TensorFlow.jsUnderstanding of LipNet architecture
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
20
Research direction
Investigate the LipNet paper (arXiv:1611.01599) and the referenced Keras implementation. Study the ml5.js library's existing model classes (e.g., BodyPix, PoseNet) to understand the pattern for adding new models. Determine how to convert the Keras model to a TensorFlow.js format and integrate it into the library's API.
LipNet class · ml5js/ml5-library#105 | Good First Issue