neural-style-transfer

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

PyTorch implementation of neural style transfer algorithm

This is the Pytorch implementation of Universal Style Transfer via Feature Transforms.

PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!

Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.

[CVPR'20] PyTorch code for our paper "Collaborative Distillation for Ultra-Resolution Universal Style Transfer"

Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization (AAAI'2022)

Unity Post Processing with Convolution Neural Network

Neural Style Transfer for Fluids

Computer vision and Deep learning in SRU

Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net.py's header for details.

Neural Style Transfer (pytorch ver.)

PyTorch implementation of "Universal Style Transfer via Feature Trasforms"

Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"

Official Implementation of Domain-Aware Universal Style Transfer

MetaStyle: Three-Way Trade-Off Among Speed, Flexibility, and Quality in Neural Style Transfer

Code for "Jhamtani H.*, Gangal V.*, Hovy E. and Nyberg E. Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence Models" Workshop on Stylistic Variation, EMNLP 2017

This is PyTorch Implementation of Neural Style Transfer Algorithm which is modified for Audios.

Create naive (no temporal loss) NST for videos with person segmentation. Just place your videos in data/, run and you get your stylized and segmented videos.

Generating Art with Convolutional Neural Networks

An implementation of "A Neural Algorithm of Artistic Style" in Keras

Infinite Zoom For Style Transfer

Demonstration implementations of neural network image processing algorithms

Reference code for the paper CAMS: Color-Aware Multi-Style Transfer.

🧑🏻‍🎤 Generate geometry-aware face caricatures using Style Transfer

Code for the ICME 2021 paper "SAFIN: Arbitrary Style Transfer With Self-Attentive Factorized Instance Normalization"

Fast Neural Style Transfer in Julia