lipreading | PyTorch models for lipreading words and sentences | Machine Learning library

by theSoenke Python Version: pretrain-crop-v2 License: MIT

X-Ray Key Features Code Snippets(3)Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | lipreading Summary

lipreading is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. lipreading has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However lipreading build file is not available. You can download it from GitHub.

PyTorch models for lipreading words and sentences

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Quality

Security

License

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Support

lipreading has a low active ecosystem.

It has 5 star(s) with 2 fork(s). There are 1 watchers for this library.

It had no major release in the last 12 months.

There are 1 open issues and 2 have been closed. On average issues are closed in 3 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of lipreading is pretrain-crop-v2

Quality

lipreading has no bugs reported.

Security

lipreading has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

lipreading is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

lipreading releases are available to install and integrate.

lipreading has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions, examples and code snippets are available.

Top functions reviewed by kandi - BETA

kandi has reviewed lipreading and discovered the below as its top functions. This is intended to give you an instant insight into lipreading implemented functionality, and help decide if they suit your requirements.

Runs head pose
Get first frame from a video
Build a list of file names
Calculate the end of each prediction
Plot the confusion matrix
Preprocess training
Preprocess hdf5 data into a table
Calculate the end of the output
Performs a single step
Ends the evaluation
Compute the similarity between two sentences
Compute validation step
Preprocess a list of video images
Plots the Fourier angle of the model
Predict the model
End of the evaluation
Evaluate a single step
Compute the loss function
Performs training step
Preprocess the audio file
Calculate the average loss
Predict for given image
Performs validation step
Run the validation step
Evaluate the loss function
Evaluate the training step

Get all kandi verified functions for this library.

lipreading Key Features

No Key Features are available at this moment for lipreading.

lipreading Examples and Code Snippets

Lipreading,LRW

Python

Lines of Code : 3

License : Permissive (MIT)

Copy

USER='' PASSWORD='' ./scripts/lrw_download.sh data/datasets/lrw
python3 preprocess.py lrw --data data/datasets/lrw
python3 train_words.py --data data/lrw --words 10

Lipreading,LRS2

Python

Lines of Code : 3

License : Permissive (MIT)

Copy

USER='' PASSWORD='' ./scripts/lrs2_download.sh data/datasets/lrs2
python3 preprocess.py lrs2 --data data/datasets/lrs2
python3 train_sentences.py --data data/datasets/lrs2 --pretrain

Lipreading,Train in Docker

Python

Lines of Code : 2

License : Permissive (MIT)

Copy

./scripts/docker/build.sh
docker run -it --rm --ipc=host -e WANDB_API_KEY= --runtime nvidia -v /data/lrw:/project/data/datasets/lrw lipreading python train_words.py

Community Discussions

Trending Discussions on lipreading

Convert a python list of strings into bytecode to write for writing into a file

QUESTION

Convert a python list of strings into bytecode to write for writing into a file

Asked 2019-Jan-28 at 02:28

I am trying to train a Keras model (LipNet) and on begin training, it opens a file with wb and tries to write the header contained in a list. However, I get this error:

...

ANSWER

Answered 2019-Jan-28 at 02:28

csv always wants text files, not binary files, but you can try to emulate that by doing this:

Source https://stackoverflow.com/questions/54394777

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install lipreading

conda env create -f environment.yml
Get access to datatsets https://www.robots.ox.ac.uk/~vgg/data/lip_reading

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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