Neural style transfer as a class in PyTorch

Last update: Jun 27, 2022

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Deep Learning pt-styletransfer

Overview

pt-styletransfer

Neural style transfer as a class in PyTorch

Based on: https://github.com/alexis-jacq/Pytorch-Tutorials

Adds:

StyleTransferNet as a class that can be imported by other scripts

VGG support (this was before pretrained VGG models were available in PyTorch)

Convenience functions for saving intermediate style & content targets for display

Convenience function for examining gram matricies as images

Auto style, content, and product image saving

matplotlib plots of losses over time & record of hyperparameters to keep track of favorable results

Owner

Tyler Kvochick

tweeter: (at)tyler_kvochick

GitHub Repository

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Neural style transfer as a class in PyTorch

Related tags

Overview

pt-styletransfer

Owner

Tyler Kvochick

Implements Stacked-RNN in numpy and torch with manual forward and backward functions

Projecting interval uncertainty through the discrete Fourier transform

Code for Understanding Pooling in Graph Neural Networks

Starter code for the ICCV 2021 paper, 'Detecting Invisible People'

The BCNet related data and inference model.

The ARCA23K baseline system

[arXiv] What-If Motion Prediction for Autonomous Driving ❓🚗💨

Compressed Video Action Recognition

Raindrop strategy for Irregular time series

This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".

Forecasting with Gradient Boosted Time Series Decomposition

Generate high quality pictures. GAN. Generative Adversarial Networks

Another pytorch implementation of FCN (Fully Convolutional Networks)

This is an example of object detection on Micro bacterium tuberculosis using Mask-RCNN

Flickr-Faces-HQ (FFHQ) is a high-quality image dataset of human faces, originally created as a benchmark for generative adversarial networks (GAN)

Ranger deep learning optimizer rewrite to use newest components

Official PyTorch code of Holistic 3D Scene Understanding from a Single Image with Implicit Representation (CVPR 2021)

Multi-Modal Fingerprint Presentation Attack Detection: Evaluation On A New Dataset

Graph Analysis From Scratch

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)