Aleksei Pronkin's Projects
Config files for my GitHub profile.
Reproducing paper "Improving Explorability in Variational Inference with Annealed Variational Objectives Bayesian methods"
Anomaly Detection Code
asynchronous twitch chat lib
CloudCross it's opensource crossplatform software for syncronization a local files and folders with many cloud providers. On this moment a Cloud Mail.Ru, Yandex.Disk, Google drive, OneDrive and Dropbox support is available
Corner poolings from https://github.com/princeton-vl/CornerNet/tree/master/models/py_utils/_cpools
Automatic short-term covid-19 spread prediction by countries and Russian regions
CS:GO Demo file parser library
Official implementation of DDColor with some script improvements
The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
Prototyping with CSGO demo parsing in python
Linux, OSX port of Valve's demoinfogo tool
Code for the paper Music Source Separation in the Waveform Domain
Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
š¤ Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
A Music player app in Flask which can manage playlists,Download songs,etc;
Lan's Gradient Sliding and The Ellipsoid method are examined as tools for training Generative Adversarial Networks.
Work in progress repo for Bayesian Optimization using GPyTorch
IDAO 2022
State-of-the-art 2D and 3D Face Analysis Project
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
Materials for the Hugging Face Diffusion Models Course
Learning technologies in CS
Personal and biased selection of ML resources
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent