Image Caption Generator

A deep learning-based image captioning system that generates descriptive captions for images.

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Table of Contents

- [Description](#description) - [Links](#links) - [Tech Stack](#tech-stack) - [Progress](#progress) - [Future Scope](#future-scope) - [Applications](#applications) - [Usage](#usage) - [Team Members](#team-members) - [Mentors](#mentors) - [Screenshots](#screenshots)

## 📝Description The Image Caption Generator uses deep learning models to generate captions for images. The system takes an input image, processes it using a pretrained model, and outputs a textual description of the content within the image. It helps make visual content more accessible, aiding applications in various domains like assistive technology, e-commerce, and social media automation.

🔗Links

• GitHub Repository
• Demo Video
• Drive Link to Screenshots

🤖Tech-Stack

Languages

• Python

Deep Learning & Machine Learning

• TensorFlow
• Keras
• Scikit-learn

Data Handling & Processing

• NumPy
• Pandas

Visualization

• Matplotlib
• Seaborn

Image Processing

• OpenCV
• Pillow (PIL)

Pretrained Model

• InceptionV3 (Part of TensorFlow Keras applications)

Cloud & Data Storage

• Google Colab
• Kaggle

📈Progress

Fully Implemented Features

1. Dataset Handling – Complete
2. Data Preprocessing – Complete
3. Image Processing – Complete
4. Feature Extraction – Complete
5. Dataset Creation – Complete
6. Visualization & Analysis – Complete
7. Model Architecture – Complete
8. Training Process – Complete
9. Optimize Model Performance – complete

Partially Implemented Features

1. Evaluation & Inference – Partial
2. Audio Captioning – Partial
3. Website Deployment

🔮Future Scope

3. Real-Time Image Captioning – Deployment
4. Multilingual Captioning – Multilingual
5. Speech Output Integration – TTS
6. Mobile Deployment – Mobile

💸Applications

1. Assistive Technology – Accessibility
2. Image Search & Tagging – Search
3. Social Media Automation – Automation
4. E-learning & Education – Education
5. Surveillance & Security – Security
6. Content Generation – Content
7. E-commerce & Retail – E-commerce

👨‍💻Team Members

• Adivya
• Arya
• Dhriti

👨‍🏫Mentors

• Pranav Janjani
• Mihir Gore

📱Screenshots

Drive Link to Screenshots