scratchai

KO | EN

gitlite — search

#python #react #go #golang #android #docker #macos #windows #awesome #cli #kubernetes #awesome-list #ios #openai

(★ 97)

scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.

scratchai 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# scratchai

## Builds

[![CircleCI](https://circleci.com/gh/iArunava/scratchai.svg?style=svg)](https://circleci.com/gh/iArunava/scratchai)

## Documentation

Table of Contents:

1. Classification

2. Segmentation

3. Generative Adversarial Networks

4. Style Transfer

| Model | Paper | Implementation |
| :--- | :-----: | :--: |
| Image Transformation Network Justin et al. | [Perceptual Losses Paper](https://cs.stanford.edu/people/jcjohns/papers/eccv16/JohnsonECCV16.pdf)<br/>[Supplementary Material](https://cs.stanford.edu/people/jcjohns/papers/eccv16/JohnsonECCV16Supplementary.pdf) | [Implementation](https://github.com/iArunava/scratchai/blob/86d5011394592bde57eda40ba4682c8f26863b13/scratchai/nets/style_transfer/image_transformation_net.py#L75)

5. Attacks

| Attacks | Paper | Implementation |
| :--- | :-----: | :--: |
| Noise | NA | [Implementation](https://github.com/iArunava/scratchai/blob/master/scratchai/attacks/attacks/noise.py) |
| Semantic | https://arxiv.org/abs/1703.06857 | [Implementation](https://github.com/iArunava/scratchai/blob/master/scratchai/attacks/attacks/semantic.py)
| Saliency Map Method | https://arxiv.org/pdf/1511.07528.pdf | [Ongoing](https://github.com/iArunava/scratchai/blob/master/scratchai/attacks/attacks/saliency_map_method.py) |
| Fast Gradient Method | https://arxiv.org/abs/1412.6572 | [Implementation](https://github.com/iArunava/scratchai/blob/master/scratchai/attacks/attacks/fast_gradient_method.py) |
|Projected Gradient Descent | https://arxiv.org/pdf/1607.02533.pdf <br/> https://arxiv.org/pdf/1706.06083.pdf | [Implementation](https://github.com/iArunava/scratchai/blob/master/scratchai/attacks/attacks/fast_gradient_method.py) |
|DeepFool | https://arxiv.org/abs/1511.04599 [pdf](https://arxiv.org/pdf/1511.04599.pdf) | [Implementation](https://github.com/iArunava/scratchai/blob/master/scratchai/attacks/attacks/deepfool.py) |
  
  
## Tutorials

Tutorials on how to get the most out of scratchai can be found here: https://github.com/iArunava/scratchai/tree/master/tutorials

These are ongoing list of tutorials and scratchai is looking for more and more contributions. If you are willing to contribute 
please take a look at the `CONTRIBUTING.md` / open a issue.

## License
The code under this repository is distributed under MIT License. Feel free to use it in your own work with proper citations to this repository.

scratchai

scratchai 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

scratchai

scratchai 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README