image-captioning-ai

An image captioning system using CNN (InceptionV3) for feature extraction and LSTM for generating human-readable captions.

Requirements

• Python 3.x
• TensorFlow 2.x
• NumPy
• Matplotlib
• Pillow

Setup

1. Clone the repository:

   git clone https://github.com/your-username/image-captioning-ai.git
   cd image-captioning-ai

2. Install dependencies:

   pip install -r requirements.txt

3. Preprocess the data (features extraction from images and tokenization of captions):

   python src/preprocess.py

4. Train the model (modify the training script as necessary for your dataset):

   python src/train_model.py  # You may need to create this script based on your training process

5. Generate captions:

   python src/image_captioning.py

License

This project is licensed under the MIT License - see the LICENSE file for details.