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27 changes: 26 additions & 1 deletion CONTRIBUTING.md
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# 1. Contributing

We welcome everyone to contribute to Solo-Synth-GAN. This document is to help you on setting up your environment, finding a task, and opening pull requests.
- [1. Contributing](#1-contributing)
- [1.1 Development setup](#11-development-setup)
- [2. Contributing to Solo-Synth-GAN](#2-contributing-to-solo-synth-gan)
- [2.1 Code of Conduct](#21-code-of-conduct)
- [3. Project Organization](#3-project-organization)
- [4. Issues](#4--issues)
- [5. Pull Requests](#5-pull-requests)
- [6. Style Guides](#6-style-guides)
- [6.1 Code Style Guide](#61-code-style-guide)
- [7. Documentation Style Guide](#7-documentation-style-guide)
- [8. Headers](#8-headers)
- [8.2 Links](#82-links)
- [8.3 Changelog](#83-changelog)
- [8.4 Commit Message Style Guide](#84-commit-message-style-guide)
- [9. Development Environment](#9-development-environment)
- [10. Versions](#10-versions)
- [10.1 Version Status](#101-version-status)
- [10.2 Version Workflow](#102-version-workflow)
- [11. Release Process](#11-release-process)
- [12. Issue and Pull Request Labels](#12-issue-and-pull-request-labels)
- [12.1 Type of Issue or Pull Request](#121-type-of-issue-or-pull-request)
- [12.2 Category of Issue or Pull Request](#122-category-of-issue-or-pull-request)
- [12.3 Status of Issue](#123-status-of-issue)
- [12.4 Status of Pull Request](#124-status-of-pull-request)

## 1.1 Development setup

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[PEP 440]: https://www.python.org/dev/peps/pep-0440/
[PyPI]: https://pypi.org/project/Markdown/
[Solo-Synth-GAN/Solo-Synth-GAN.github.io]: https://github.com/PrateekJannu/Solo-Synth-GAN-v1.0.github.io

22 changes: 20 additions & 2 deletions README.md
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![Pyramid](Images/pyramid.jpg)




# Solo-Synth GAN: Train only on one image

![lightning_animation](Images/balloons.png) | ![lightning_animation](Results/start_scale=0_alpha=0.1_beta=0.95.gif)

This is the open-source repository for the project Solo-Synth GAN which is one of the latest zero shot generative adversarial network techniques for image-2-video while training it only on a <b><i>SINGLE IMAGE</i></b>
For a concise summary of our research, please refer to our [paper](https://github.com/PrateekJannu/Solo-Synth-GAN-v1.0). (Will be updated once paper is published)

# Table of Contents
- [Solo-Synth-GAN (Zero Shot Image-2-Video)](#solo-synth-gan-zero-shot-image-2-video)
- [Solo-Synth GAN: Train only on one image](#solo-synth-gan-train-only-on-one-image)
- [Table of Contents](#table-of-contents)
- [1. Overview](#1-overview)
- [2. Repo Structure](#2-repo-structure)
- [3. Model Architecture](#3-model-architecture)
- [3.1 Model Architecture GPU (Nvidia, TPU, A100, V100, NcASV3/6)](#31-model-architecture-gpu-nvidia-tpu-a100-v100-ncasv36)
- [3.2 Unconditional Generation (GPU is a must and required for training and generation)](#32-unconditional-generation-gpu-is-a-must-and-required-for-training-and-generation)
- [3.3 Customization Options](#33-customization-options)
- [3.4 Unconditional Generation (Arbitrary Sizes)](#34-unconditional-generation-arbitrary-sizes)
- [4 Image-2-Video Zero Shot](#4-image-2-video-zero-shot)
- [5 Parameter Tuning with examples](#5-parameter-tuning-with-examples)
- [5.1 Parameter Descriptions](#51-parameter-descriptions)
- [6 Tested Environments](#6-tested-environments)
- [7 Contributing to Solo-Synth-GAN](#7-contributing-to-solo-synth-gan)
- [8 Additional Data(Coming Soon!)](#8-additional-datacoming-soon)
- [9 Acknowledgements](#9-acknowledgements)


# 1. Overview

In this work, we propose and examine new technique for training Generative Adversarial Networks (GANs) on a single image and generating a video from just a single image. <b>The GAN is not trained on ANY OTHER IMAGE.</b>
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