BloodAxe

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearning-models

A collection of various deep learning architectures, models, and tips

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

kornia

Geometric Computer Vision Library for Spatial AI

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

nogil

Multithreaded Python without the GIL

decord

An efficient video loader for deep learning with smart shuffling that's super easy to digest

pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

AerialDetection

DAD-3DHeads

Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).

colab

Continual Learning tutorials and demo running on Google Colaboratory.

speech-recognition-uk

🇺🇦 Speech Recognition & Synthesis for Ukrainian

data-gradients

Computer Vision dataset analysis

metric-learning-divide-and-conquer

Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019

MagnetLoss-PyTorch

PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.

RoadDetector

Winning Solutions from SpaceNet Road Detection and Routing Challenge

One-Hundred-Layers-Tiramisu

Keras Implementation of The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation by (Simon Jégou, Michal Drozdzal, David Vazquez, Adriana Romero, Yoshua Bengio)

FEARTracker

Official repo for FEAR: Fast, Efficient, Accurate and Robust Visual Tracker (ECCV 2022)

AI-TOD

Official code for "Tiny Object Detection in Aerial Images".

SSTDNet

Implement 'Single Shot Text Detector with Regional Attention, ICCV 2017 Spotlight'

comma10k-baseline

A baseline segmentation example using the comma10k dataset (WIP)

SegCaps

A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

xView3-The-First-Place-Solution

Contains source code for the winning solution of the xView3 challenge https://iuu.xview.us/.

ComVEX

Implementations of Recent Papers in Computer Vision

talks

Materials from talks I gave

reportrussiantg