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Anton Popov's Projects

blog icon blog

Data Science / Machine Learning / Deep Learning blog.

brain-synthesis-lesion-segmentation icon brain-synthesis-lesion-segmentation

Code for the paper "Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks" and NVIDIA DLI workshop on GAN for Medical Imaging

brats17 icon brats17

Brain tumor segmentation for MICCAI 2017 BraTS challenge

citre icon citre

Results of work during modeling week in Sevilla.

fastai-v3 icon fastai-v3

Starter app for fastai v3 model deployment on Render

fsdl_2022_land_cover_classification_unet icon fsdl_2022_land_cover_classification_unet

This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification) with PyTorch implementation of UNet.

ijc-histology-wandb icon ijc-histology-wandb

Code for the demo of W&B framework on the example of the histological images classification task.

leetcode icon leetcode

Deliberate practice in programming and algorithms.

llm.c icon llm.c

LLM training in simple, raw C/CUDA

molab icon molab

Deep Learning applications at Mathematical oncology laboratory.

pde icon pde

Simple numerical calculator for second order quasilinear partial differential equations

pytorch-unet icon pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

wandb-cicd icon wandb-cicd

Exploring GitHub Actions and wandb integration.

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