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Yakov Danishevsky's Projects

datasets icon datasets

Three datasets for Background Subtraction project

encoder4editing icon encoder4editing

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

manifest icon manifest

We propose a novel few-sample supervised feature selection (FS) method. It learns class-specific feature space manifolds using multi-feature association kernels. The composite kernel captures differences in learned associations, and a spectral-based FS score is derived using Riemannian geometry.

medallion icon medallion

Training medical image segmentation models with limited labeled data.

opencv icon opencv

Open Source Computer Vision Library

scipy icon scipy

SciPy library main repository

sgdimplicitbias icon sgdimplicitbias

Based on the paper "Characterizing the Implicit Bias of Regularized SGD in Rank Minimization"

tensorflow-yolov4-tflite icon tensorflow-yolov4-tflite

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.3.1, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

unet icon unet

UNet implementation in PyTorch from scratch

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