https://github.com/mohammadreza-mohammadi94/deep-learning-projects

This repository features deep learning projects that explore advanced techniques and algorithms across diverse domains. Each project provides practical implementations and clear examples for hands-on learning.
https://github.com/mohammadreza-mohammadi94/deep-learning-projects

ann artificial-intelligence deeplearning image-classification neural-networks nlp object-detection python

Last synced: about 9 hours ago
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This repository features deep learning projects that explore advanced techniques and algorithms across diverse domains. Each project provides practical implementations and clear examples for hands-on learning.

• Host: GitHub
• URL: https://github.com/mohammadreza-mohammadi94/deep-learning-projects
• Owner: mohammadreza-mohammadi94
• License: mit
• Created: 2024-08-31T06:26:17.000Z (2 months ago)
• Default Branch: main
• Last Pushed: 2024-10-11T22:17:13.000Z (26 days ago)
• Last Synced: 2024-11-07T01:14:46.357Z (about 9 hours ago)
• Topics: ann, artificial-intelligence, deeplearning, image-classification, neural-networks, nlp, object-detection, python
• Language: Jupyter Notebook
• Homepage:
• Size: 2.12 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Deep Learning Projects

Welcome to the **Deep Learning Projects** repository! This repository contains a collection of projects that utilize various deep learning techniques and algorithms to solve diverse problems across different domains.

## Table of Contents

- [Projects Overview](#projects-overview)

- [Prerequisites](#prerequisites)

- [Installation](#installation)

- [Contributing](#contributing)

- [License](#license)

## Projects Overview

This repository includes the following deep learning projects:

1. **Image Classification**

   - A project that classifies images into different categories using convolutional neural networks (CNNs).

   

2. **Natural Language Processing**

   - Various NLP tasks, including sentiment analysis, text classification, and language modeling using recurrent neural networks (RNNs) and transformers.

3. **Generative Adversarial Networks (GANs)**

   - Projects focusing on generating new data samples, such as images, that resemble the training data.

4. **Object Detection**

   - Implementations of object detection models to identify and localize objects within images.

5. **Time Series Forecasting**

   - Forecasting future data points in a time series using LSTM networks and other deep learning models.

### Prerequisites

Ensure you have the following installed on your local machine:

- Python 3.x

- TensorFlow or PyTorch

- Jupyter Notebook

- Required Python libraries

### Installation

1. Clone this repository to your local machine:

   ```bash

   git clone https://github.com/mohammadreza-mohammadi94/Deep_Learning_Projects.git

   ```

2. Navigate to the desired project folder:

   ```bash

   cd Deep_Learning_Projects/

   ```

## Contributing

Contributions are welcome! If you have a new deep learning project or improvements to existing ones, feel free to fork this repository, make your changes, and submit a pull request.

## License

This repository is licensed under the MIT License. See the [LICENSE](LICENSE) file for more information.