Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

add semiconductors example #70

Merged
merged 1 commit into from
Dec 22, 2024
Merged

add semiconductors example #70

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 3 additions & 1 deletion README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -109,17 +109,19 @@
| [![visualization](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1LJVdWTv-wcASSMX4is_E15TR7XJsT7W3?usp=sharing)| visualization |

### Сценарии использования
В этом блоке представлены примеры использования eXplain-NN для решения различных вариантов использования в промышленных задачах. Для демонстрационных целей используются 3 задачи:
В этом блоке представлены примеры использования eXplain-NN для решения различных вариантов использования в промышленных задачах. Для демонстрационных целей используются 4 задачи:
* [спутник] классификация ландшафтов по спутниковым снимкам.
* [электроника] классификация электронных компонентов и устройств
* [ЭКГ] диагностика ЭКГ
* [полупроводники] детекция дефектов при тестировании полупроводниковых пластин

| Colab Link | Task | Use Case |
| ------------- | ------------- | ------------- |
| [![CNN_viz](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/12ZJigH-0geGTefNXnCM5dQ71d4tqlf6L?usp=sharing)| спутник | Визуализация изменения многообразия данных от слоя к слою |
| [![adv](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1n50WUu2ZKZ6nrT9DuFD3q87m3yZvxkwm?usp=sharing) | спутник | Детекция adversarial данных |
| [![generalize](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1mG-VrP7J7OoCvIQDl7n5YWEIdyfFg_0I?usp=sharing) | электроника | Оценка обобщающей способности нейронной сети |
| [![RNN_viz](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1aAtqxQLcOsSJJumfsmS9HGLgHrOFHlfk?usp=sharing) | ЭКГ | Визуализация изменения многообразия данных от слоя к слою |
| [![wafer](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1nGpnO1wC7jp3fW4rjVfucvKyz_FA8hYp?usp=sharing) | полупроводники | Детекция дефектов при тестировании полупроводниковых пластин |

## Как помочь проекту
[Инструкции](/docs/contribution.md).
Expand Down
4 changes: 3 additions & 1 deletion README_eng.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -108,17 +108,19 @@ Here are colabs demonstrating how to work with different modules of our API on s
| [![visualization](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1LJVdWTv-wcASSMX4is_E15TR7XJsT7W3?usp=sharing)| visualization |

### Use Cases
This block provides examples how eXplain-NNs can be used to solve different use cases in industrial tasks. For demonstration purposed 3 tasks are used:
This block provides examples how eXplain-NNs can be used to solve different use cases in industrial tasks. For demonstration purposed 4 tasks are used:
* [satellite] landscape classification from satellite imagery
* [electronics] electronic components and devices classification
* [ECG] ECG diagnostics
* [semiconductors] failure detection in wafer mapping

| Colab Link | Task | Use Case |
| ------------- | ------------- | ------------- |
| [![CNN_viz](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/12ZJigH-0geGTefNXnCM5dQ71d4tqlf6L?usp=sharing)| satellite | Visualization of data manifold evolution from layer to layer |
| [![adv](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1n50WUu2ZKZ6nrT9DuFD3q87m3yZvxkwm?usp=sharing) | satellite | Detecting adversarial examples |
| [![generalize](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1mG-VrP7J7OoCvIQDl7n5YWEIdyfFg_0I?usp=sharing) | electronics | Estimating generalization of a NN |
| [![RNN_viz](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1aAtqxQLcOsSJJumfsmS9HGLgHrOFHlfk?usp=sharing) | ECG | Visualization of data manifold evolution from layer to layer |
| [![wafer](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1nGpnO1wC7jp3fW4rjVfucvKyz_FA8hYp?usp=sharing) | semiconductors | Failure detection in wafer mapping |

## Contribution Guide
The contribution guide is available in the [repository](/docs/contribution.md).
Expand Down
Loading