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Jonathan Fly's Projects

_collabdraw icon _collabdraw

Contains human-computer collaborative sketching game experiments presented at ACM Creativity & Cognition '19 (http://cc.acm.org/2019/)

structural-analogy icon structural-analogy

Pytorch implementation for the paper "Structural-analogy from a Single Image Pair"

stylecloud icon stylecloud

Python package + CLI to generate stylistic wordclouds, including gradients and icon shapes!

stylegan icon stylegan

StyleGAN - Official TensorFlow Implementation

stylegan-resolution-convertor icon stylegan-resolution-convertor

A Google Colab notebook to convert your low-resolution StyleGAN models into higher-resolution checkpoints so you can continue training!

stylegan2 icon stylegan2

StyleGAN2 - Official TensorFlow Implementation with practical improvements

synvae icon synvae

Translating Visual Works of Art into Music

tacotron2 icon tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

textgenrnn icon textgenrnn

Python module to easily generate text using a pretrained character-based recurrent neural network.

torch-warp icon torch-warp

Fully automatic optical flow based image morphing implemented in Torch

tortoise-tts icon tortoise-tts

A multi-voice TTS system trained with an emphasis on quality

transparent_latent_gan icon transparent_latent_gan

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

u-2-net icon u-2-net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

video2tfrecord icon video2tfrecord

Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stored in the tfrecords.

visbeat icon visbeat

Code for making anything dance to anything

word-rnn icon word-rnn

Recurrent Neural Network that predicts word-by-word

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