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renny's Projects

ai4animation icon ai4animation

Character Animation in Unity 3D using Deep Learning and Artificial Intelligence

arbitrary_style_transfer icon arbitrary_style_transfer

Fast Neural Style Transfer with Arbitrary Style using AdaIN Layer - Based on Huang et al. "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization"

artistic-videos icon artistic-videos

Torch implementation for the paper "Artistic style transfer for videos"

deeptextures icon deeptextures

Code to synthesise textures using convolutional neural networks as described in Gatys et al. 2015 (http://arxiv.org/abs/1505.07376)

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

neural-style-transfer icon neural-style-transfer

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+

optical-flow icon optical-flow

This repository is for my article "Introduction to Motion Estimation with Optical Flow" published with Nanonets.

pcamn icon pcamn

Principal Component Analysis of Multiscale Neighbourhood

pytorch-neural-style-transfer icon pytorch-neural-style-transfer

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.

texture-synthesis icon texture-synthesis

TensorFlow implementation of Texture-Synthesis Using Convolutional Neural Networks. High-level statistical structures of an image are used to new images with similar characteristics.

wct-tf icon wct-tf

TensorFlow/Keras implementation of "Universal Style Transfer via Feature Transforms" from https://arxiv.org/abs/1705.08086

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