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Aleksey Davydov's Projects

acktr icon acktr

Actor Critic using Kronecker-Factored Trust Region

animeganv2 icon animeganv2

[Open Source]. The improved version of AnimeGAN. Landscape photos/videos to anime

cdcgan-mnist icon cdcgan-mnist

This Repository contain an IPython notebook of an example implementation of conditional Deep Convolutional Generative Adversarial Networks or cDCGAN or DC cGAN using Tensorflow.Keras Funtional API.

cdgan icon cdgan

CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation

cdgan-1 icon cdgan-1

Code for my final year's thesis for bachelor's degree

convnets icon convnets

research and implementations of CNNs and their applications

cvpr2018_survey icon cvpr2018_survey

cvpaper.challenge working repository for surveying all papers of CVPR 2018

darknet icon darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

datasets icon datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

deep-reinforcement-learning-algorithms icon deep-reinforcement-learning-algorithms

31 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

face-depixelizer icon face-depixelizer

Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.

ganlab icon ganlab

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

ganotebooks icon ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

intersectionoverunion_circles icon intersectionoverunion_circles

These codes compute overlap (intersection over union) of two circles, count number of true positives, false positives and false negatives as well as they compute recall, precision, F1-score and area-under-curve (AUC) using Matlab, Python and C++.

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