Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.

Last update: Dec 29, 2022

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Overview

cppn-gan-vae tensorflow

Train Compositional Pattern Producing Network as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.

Run python train.py from the command line to train from scratch and experiment with different settings.

sampler.py can be used inside IPython to interactively see results from the models being trained.

See my blog post at blog.otoro.net for more details.

I tested the implementation on TensorFlow 0.60.

Used images2gif.py written by Almar Klein, Ant1, Marius van Voorden.

License

BSD - images2gif.py

MIT - everything else

Owner

hardmaru

I make simple things with neural networks.

GitHub Repository

This project is based on our SIGGRAPH 2021 paper, ROSEFusion: Random Optimization for Online DenSE Reconstruction under Fast Camera Motion .

ROSEFusion 🌹 This project is based on our SIGGRAPH 2021 paper, ROSEFusion: Random Optimization for Online DenSE Reconstruction under Fast Camera Moti

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PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation The paper: https://arxiv.org/abs/1704.03296 What makes

322 Dec 17, 2022

The InterScript dataset contains interactive user feedback on scripts generated by a T5-XXL model.

Interscript The Interscript dataset contains interactive user feedback on a T5-11B model generated scripts. Dataset data.json contains the data in an

8 Dec 01, 2022

Code for paper "Learning to Reweight Examples for Robust Deep Learning"

learning-to-reweight-examples Code for paper Learning to Reweight Examples for Robust Deep Learning. [arxiv] Environment We tested the code on tensorf

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Seeing if I can put together an interactive version of 3b1b's Manim in Streamlit

streamlit-manim Seeing if I can put together an interactive version of 3b1b's Manim in Streamlit Installation I had to install pango with sudo apt-get

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Autonomous Movement from Simultaneous Localization and Mapping

Autonomous Movement from Simultaneous Localization and Mapping About us Built by a group of Clarkson University students with the help from Professor

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Hierarchical Memory Matching Network for Video Object Segmentation (ICCV 2021)

Hierarchical Memory Matching Network for Video Object Segmentation Hongje Seong, Seoung Wug Oh, Joon-Young Lee, Seongwon Lee, Suhyeon Lee, Euntai Kim

72 Dec 14, 2022

VOLO: Vision Outlooker for Visual Recognition

VOLO: Vision Outlooker for Visual Recognition, arxiv This is a PyTorch implementation of our paper. We present Vision Outlooker (VOLO). We show that o

876 Dec 09, 2022

Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation"

Medical-Transformer Pytorch Code for the paper "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" About this repo: This repo

615 Dec 25, 2022

This repository contains the code for TABS, a 3D CNN-Transformer hybrid automated brain tissue segmentation algorithm using T1w structural MRI scans

This repository contains the code for TABS, a 3D CNN-Transformer hybrid automated brain tissue segmentation algorithm using T1w structural MRI scans. TABS relies on a Res-Unet backbone, with a Vision

6 Nov 07, 2022

Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.

Related tags

Overview

cppn-gan-vae tensorflow

License

Owner

hardmaru

This project is based on our SIGGRAPH 2021 paper, ROSEFusion: Random Optimization for Online DenSE Reconstruction under Fast Camera Motion .

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation

The InterScript dataset contains interactive user feedback on scripts generated by a T5-XXL model.

Code for paper "Learning to Reweight Examples for Robust Deep Learning"

Seeing if I can put together an interactive version of 3b1b's Manim in Streamlit

Autonomous Movement from Simultaneous Localization and Mapping

Hierarchical Memory Matching Network for Video Object Segmentation (ICCV 2021)

VOLO: Vision Outlooker for Visual Recognition

Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation"

This repository contains the code for TABS, a 3D CNN-Transformer hybrid automated brain tissue segmentation algorithm using T1w structural MRI scans

Lighting the Darkness in the Deep Learning Era: A Survey, An Online Platform, A New Dataset

MARE - Multi-Attribute Relation Extraction

Dynamical movement primitives (DMPs), probabilistic movement primitives (ProMPs), spatially coupled bimanual DMPs.

Benchmarks for Model-Based Optimization

This is a model made out of Neural Network specifically a Convolutional Neural Network model

Churn prediction

Learn other languages using artificial intelligence with python.

This is the code for HOI Transformer

object detection; robust detection; ACM MM21 grand challenge; Security AI Challenger Phase VII

TensorFlow implementation of Style Transfer Generative Adversarial Networks: Learning to Play Chess Differently.

Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.

Related tags

Overview

cppn-gan-vae tensorflow

License

Owner

hardmaru

This project is based on our SIGGRAPH 2021 paper, ROSEFusion: Random Optimization for Online DenSE Reconstruction under Fast Camera Motion .

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation

The InterScript dataset contains interactive user feedback on scripts generated by a T5-XXL model.

Code for paper "Learning to Reweight Examples for Robust Deep Learning"

Seeing if I can put together an interactive version of 3b1b's Manim in Streamlit

Autonomous Movement from Simultaneous Localization and Mapping

Hierarchical Memory Matching Network for Video Object Segmentation (ICCV 2021)

VOLO: Vision Outlooker for Visual Recognition

Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation"

This repository contains the code for TABS, a 3D CNN-Transformer hybrid automated brain tissue segmentation algorithm using T1w structural MRI scans

Lighting the Darkness in the Deep Learning Era: A Survey, An Online Platform, A New Dataset

MARE - Multi-Attribute Relation Extraction

Dynamical movement primitives (DMPs), probabilistic movement primitives (ProMPs), spatially coupled bimanual DMPs.

Benchmarks for Model-Based Optimization

This is a model made out of Neural Network specifically a Convolutional Neural Network model

Churn prediction

Learn other languages ​​using artificial intelligence with python.

This is the code for HOI Transformer

object detection; robust detection; ACM MM21 grand challenge; Security AI Challenger Phase VII

TensorFlow implementation of Style Transfer Generative Adversarial Networks: Learning to Play Chess Differently.

Learn other languages using artificial intelligence with python.