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happyxuwork's Projects

tensorflow-vae-gan-draw icon tensorflow-vae-gan-draw

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

tensornets icon tensornets

High level network definitions with pre-trained weights in TensorFlow

texture_nets icon texture_nets

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.

tf-sndcgan icon tf-sndcgan

Implementation of the paper "Spectral Normalization for Generative Adversarial Networks" (ICML 2017 workshop)

tfoptflow icon tfoptflow

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

transparent_latent_gan icon transparent_latent_gan

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

ttur icon ttur

Two time-scale update rule for training GANs

usrnet icon usrnet

Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

vid2vid icon vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

visdom icon visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

yolact icon yolact

A simple, fully convolutional model for real-time instance segmentation.

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