Maryna Klokova's starred repositories

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

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pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

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Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

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first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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cortex

Production infrastructure for machine learning at scale

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xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

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DeepMimic

Motion imitation with deep reinforcement learning.

face-parsing.PyTorch

Using modified BiSeNet for face parsing in PyTorch

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CelebAMask-HQ

A large-scale face dataset for face parsing, recognition, generation and editing.

Scene-Graph-Benchmark.pytorch

A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiased Scene Graph Generation from Biased Training CVPR 2020”

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self-critical.pytorch

Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning. and others.

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viper

Open-source code for VIPER -- Volume Invariant Position-based Elastic Rods

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deocclusion

Code for our CVPR 2020 work.

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Practical-Deep-Learning-for-Coders-2.0

Notebooks for the "A walk with fastai2" Study Group and Lecture Series

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openpose_train

Training repository for OpenPose

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ganilla

Official Pytorch implementation of GANILLA

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ADGAN

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN" CVPR 2020 (Oral); Pose and Appearance Attributes Transfer;

Tetris-deep-Q-learning-pytorch

Deep Q-learning for playing tetris game

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sceneparsing

Development kit for MIT Scene Parsing Benchmark

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image-captioning

Implementation of 'X-Linear Attention Networks for Image Captioning' [CVPR 2020]

scene_generation

A PyTorch implementation of the paper: Specifying Object Attributes and Relations in Interactive Scene Generation

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GEOMetrics

Repo for the paper "GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects"

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Sequential-Scene-GAN

[AAAI 2019] A Layer-Based Sequential Framework for Scene Generation with GANs

Video2Drawing

Stylizer Video to Drawing. Based on "Unpaired-Portrait-Drawing" repository.

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VideoGan

Implementation of Generating Videos with Scene Dynamics

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Scene_Extension

Final project for CS 5955 Deep Learning. A GAN network used to extend grayscale artistic images from a 4:3 aspect ratio into a 16:9.

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