https://github.com/e-lab/torch-toolbox

A collection of snippets and libraries for Torch from e-Lab
https://github.com/e-lab/torch-toolbox

Last synced: 6 days ago
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A collection of snippets and libraries for Torch from e-Lab

• Host: GitHub
• URL: https://github.com/e-lab/torch-toolbox
• Owner: e-lab
• Created: 2014-10-31T15:15:13.000Z (about 10 years ago)
• Default Branch: master
• Last Pushed: 2019-01-30T12:25:38.000Z (almost 6 years ago)
• Last Synced: 2024-04-24T15:15:46.022Z (7 months ago)
• Language: C
• Homepage: https://engineering.purdue.edu/elab/
• Size: 633 KB
• Stars: 199
• Watchers: 43
• Forks: 64
• Open Issues: 11
• Metadata Files:
  • Readme: README.md

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README

        
# Torch Toolbox

A collection of snippets and libraries for Torch from Purdue [e-Lab](http://engineering.purdue.edu/elab/).

 - [Adversarial](Adversarial) to generate adversarial examples using fast gradient sign method

 - [Bincompat](Bincompat) to read and write Torch7's 64-bit file format on 32-bit platforms

 - [BN-absorber](BN-absorber) to merge batch normalization module into convolution layer

 - [Convert-MM](Convert-MM) to replace the ConvolutionMM with Convolution to support stride on CPU

 - [Face-align-Cao](Face-align-Cao) to find facial landmarks and align the face using regression model

 - [Face-align-Kazemi](Face-align-Kazemi) to find facial landmarks and align the face using regression trees

 - [Dataset-tools](Dataset-tools) to augment folder of images

 - [GPU-RAM](GPU-RAM) to monitor the GPU's memory usage

 - [GUI](GUI) provides some examples for playing with the *Qt Graphical User Interface*

 - [Net-toolkit](Net-toolkit/README.md) is a Lua package for smart/light network saving

 - [Re-plotting](Re-plotting) to recover bad plot and merging splitted training

 - [Sanitize](Sanitize) to free temporary buffers in order to reduce a model size before saving on disk

 - [Try-model](Try-model) to load a new model's architecture and visualise its memory consumption

 - [Tutorials](Tutorials) to help you set up Torch-related environment

   - [Setup an Intel Compute Stick](Tutorials/Setup-an-Intel-Compute-Stick.md)

   - [Setup an Ubuntu GPU box](Tutorials/Setup-an-Ubuntu-GPU-box.md)

   - [Recover a Jetson TK1 FS](Tutorials/Recover-filesystem-on-Jeson-TK1.md)

   - [Update a new Jetson TK1](Tutorials/Update-new-Jetson-TK1.md)

   - [Install CUDA on TK1](Tutorials/Install-CUDA-6.5-on-Jetson-TK1.md)

   - [Install CUDNN on TK1](Tutorials/Install-CUDNN-on-Jetson-TK1.md)

 - [Video-decoder](Video-decoder) to receive and decode video from various sources

 - [Video-transmitter](Video-transmitter) to encode and transmit video on the fly

 - [Weight-init](Weight-init) to reset weight and bias to have desired statistics

 - [demo-core](demo-core) core scripts for the demo-visor

 - [demo-visor](demo-visor) to process a video or images with a network

 

### License

MIT