Alexander Morgun's starred repositories

rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

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DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

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machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

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U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

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nbdev

Create delightful software with Jupyter Notebooks

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Digital

A digital logic designer and circuit simulator.

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orchest

Build data pipelines, the easy way 🛠️

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statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

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ipympl

Matplotlib Jupyter Integration

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StyleGAN-Human

StyleGAN-Human: A Data-Centric Odyssey of Human Generation

cloth-segmentation

This repo contains code and a pre-trained model for clothes segmentation.

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transfiner

Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022

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pose-with-style

[SIGGRAPH Asia 2021] Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN

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practical-aspects-of-stylegan2-training

I have trained StyleGAN2 from scratch with a dataset of female portraits at 1024px resolution.

scaling-up-stylegan2

Achieving photorealistic quality by scaling up StyleGAN2

pytorch-lightning-gans

Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.

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Guided-I2I-Translation-Papers

Guided Image-to-Image Translation Papers

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jupyter_compare_view

Blend Between Multiple Images in JupyterLab.

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ultrapose

Official repository for the ICCV 2021 paper: UltraPose: Synthesizing Dense Pose with 1 Billion Points by Human-body Decoupling 3D Model.

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lrc-erasure-code

LRC(Local Reconstruction Codes) Erasure Code based on Reed-Solomon with Vandermonde matrix

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PASTA-GAN

Official code for NeurIPS 2021 paper "Towards Scalable Unpaired Virtual Try-On via Patch-Routed Spatially-Adaptive GAN"

query-selected-attention

Official implementation for "QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation" (CVPR 2022)

Hneg_SRC

Official Pytorch implementation of "Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks" (CVPR 2022)

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MSPC

Maximum Spatial Perturbation for Image-to-Image Translation (Official Implementation)

NEGCUT

Official Implementation of Instance-wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation (ICCV 2021)

PRIME-augmentations

PRIME: A Few Primitives Can Boost Robustness to Common Corruptions

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stylegan3

Official PyTorch implementation of StyleGAN3

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PIA-NetworkManager-GUI-Support

Enable connecting to PIA through the NetworkManager GUI (with support for port forwarding)

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