Month: April 2021

Video

3D ResNet Video Classification accelerated by TensorRT

Activity Recognition TensorRT Perform video classification using 3D ResNets trained on Kinetics-400 dataset and accelerated with TensorRT. TensorRT Installation Assuming you have CUDA already installed, go ahead and download TensorRT from here. Follow instructions of installing the system binaries and python package for tensorrt here. Python dependencies Install the necessary python dependencies by running the following command – pip3 install -r requirements.txt Clone the repository This is a straightforward step, however, if you are new to git recommend glancing threw […]

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Command-line Tools

Free and Open-Source Command Line tool for Text Replacement

Sniplet Sniplet is a work in progress CLI tool which can do text replacement globally in Linux, MacOS and Windows. It is a multi-threaded tool which runs quietly in the background with minimal resource utilization. It is open source and works completely offline. Features: Custom Text Expansions Background process with low resource utilization Multi Line expansion support Sample Video: Installation: Python is required Might require admin or su permission to install Installing using pip: pip install sniplet==1.0.7 Installing from source: […]

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Machine Learning

Official PyTorch Implementation of Hypercorrelation Squeeze for Few-Shot Segmentation

Hypercorrelation Squeeze for Few-Shot Segmentation This is the implementation of the paper “Hypercorrelation Squeeze for Few-Shot Segmentation” by Juhong Min, Dahyun Kang, and Minsu Cho. Implemented on Python 3.7 and Pytorch 1.5.1. Requirements Python 3.7 PyTorch 1.5.1 cuda 10.1 tensorboard 1.14 Conda environment settings: conda create -n hsnet python=3.7 conda activate hsnet conda install pytorch=1.5.1 torchvision cudatoolkit=10.1 -c pytorch conda install -c conda-forge tensorflow pip install tensorboardX Preparing Few-Shot Segmentation Datasets Download following datasets: 1. PASCAL-5i Download PASCAL VOC2012 devkit […]

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Data Visualization

Make scripted visualizations in blender with python

Scripted visualizations in blender The goal of this project is to script 3D scientific visualizations using blender. To achieve this, we aim to bring together blender’s powerful visualization toolkit with Anaconda’s scientific computing and package management capabilities. For example, the code in ./apps/concepts/fourier_signal_composition.py was used to generate the following visualization. Acknowledgments All the wonderful people that make open source software Inspiration – 3blue1brown’s videos and pedagogical clarity Setup instructions These are detailed instructions that worked for me on a windows […]

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Machine Learning

Make Telegram group call with MTProto Api using Pyrogram and WebRTC

PyTgCalls This project allow to make Telegram group call with MTProto Api using Pyrogram and WebRTC, this is possible thanks to the power of NodeJS’s WebRTC library, socketio-client and @evgeny-nadymov Problem with pyrogram? If do you have problems with pyrogram, reinstall by this command pip install git+https://github.com/pyrogram/pyrogram -U Live stream or ffmpeg live conversion stopped? Check before if is changing the size of file(Is a method to check if ffmpeg is alive). If is alive and stream is stopped, report […]

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Robot

A powerful Python 3 wrapper for the Roblox Web API

ro.py ro.py is an object oriented, asynchronous wrapper for the Roblox Web API (and other Roblox-related APIs) with many new and interesting features. ro.py allows you to automate much of what you would do on the Roblox website and on other Roblox-related websites. Update: ro.py rewrite We are currently working on a complete ro.py rewrite, and as such we are not accepting feature requests until the rewrite branch is on par with the main branch.If you’d like to give suggestions […]

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Python

Start Managing Multiple Python Versions With pyenv

Have you ever wanted to contribute to a project that supports multiple versions of Python but aren’t sure how you would easily test all the versions? Are you ever curious about the latest and greatest versions of Python? Maybe you’d like to try out these new features, but you don’t want to worry about messing up your development environment. Luckily, managing multiple versions of Python doesn’t have to be confusing if you use pyenv. This course will provide you with […]

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Python

Start Contributing to Python: Your First Steps

If you want to start contributing to open source, then Python is a great project to start with. You’ll not only be making your mark on one of the biggest projects out there, but you’ll also be doing it as part of a vibrant and welcoming community. Open source projects rely on contributions from volunteers like you to grow and evolve, so you’ll be making a real difference to the future of open source software. On top of that, contributing […]

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Neural Machine Translation (NMT), NMT Leave a comment

Machine Translation Weekly 74: Architectrues we will hear about in MT

This week, I would like to feature three recent papers with innovations in neural architectures that I think might become important in MT and multilingual NLP during the next year. But of course, I might be wrong, in MT Weekly 27, I self-assuredly claimed that the Reformer architecture will start an era of much larger models than we have now and will turn the attention of the community towards document-level problems and it seems it is not happening. CANINE: Tokenization-free […]

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