Dmitry Sokolov's repositories
construction-machinery-image-prediction
Решение задачи классификации техники по изображениям
binary-to-coco-json-converter
Convert segmentation binary mask images to COCO JSON format.
boundary-loss
Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.
Code_From_Tutorials
Code from my YouTube Tutorials
Curriculum-vitae
Short CV
Grokking-System-Design
Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems theory to product development.
hubmap-kaggle-competition
Binary segmentation of multi organ tissue units while implementing latest vision transformer architectures
human-silhouettes-in-forest
Детекция человеческих силуэтов на снимках лесного массива
image-to-coco-json-converter
Convert segmentation RGB mask images to COCO JSON format
kaggle-output-downloader
A tool using Selenium for automatically download output from different Kaggle's kernel versions.
SegLossOdyssey
A collection of loss functions for medical image segmentation
Semantic-Segmentation-Loss-Functions
This Repository is implementation of majority of Semantic Segmentation Loss Functions
stanford_cs231n_2019
Solutions and comments to assignments for 2019 Stanford's course on convolutional neural networks
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite