ariel415el/PatchBasedSynthesis

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Created over 2 years ago
Updated over 2 years ago

ariel415el/PatchBasedSynthesis

ariel415el

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Experiment with patch based methods that can synthesize images

GPDM

Original Pytorch implementation of the GPDM model introduced in "Generating natural images with direct patch distributions matching"

Efficient-GPNN

An efficient implementation of GPNN

PerceptualLossExperiments

Examine the impact of perceptual and its alternatives loss on GLO

SoundEventDetection-Pytorch

Detect specific type of sound in audio signals

SimplePytorch-ALAE

Implementation of Adverserial autoencoders

Mini-dalle_video-clip_maker

Create a video clip with images generated by mini-dalle using the lyrics as prompts. Extracts audio and transcript from a youtube video automaticly

Photo2Mosaic

Implementations and development of methods for creating a classical decorative stone mosaic from an image

CTSegmentation-Pytorch

Compare methods of segmenting volumatric CT data of liver tumors

DiffusionPlayground

Play around with a simple DDPM

RLplayground

Playing around reinforcement learning algorithms

Simple-SinGAN

A simple pytorch implementation of SinGAN