Title: Image Captioning System

[Soumya0927]

Initiative (Required)

Hacktoberfest 2024 🎃

Is your proposal related to a problem? Please describe.

Many users find it challenging to generate meaningful captions for images, which can limit accessibility for visually impaired users and hinder content sharing on social media platforms. An efficient image captioning system can enhance user experience by providing relevant descriptions and improving accessibility.

Add any other context or screenshots about the proposal request here.

Proposed Solution
Develop an image captioning system that uses deep learning techniques to generate accurate and contextually relevant captions for images. The system should:

• Leverage convolutional neural networks (CNNs) for feature extraction from images.
• Utilize recurrent neural networks (RNNs) or transformer-based architectures to generate descriptive captions based on the extracted features.
• Implement a user-friendly interface for uploading images and displaying generated captions.

Expected Outcomes

• A functional image captioning system that can generate captions for various images.
• Improved accessibility for visually impaired users.
• A user-friendly interface for ease of use.
• Documentation detailing the system's architecture and usage instructions.

Additional Notes
Consider using pre-trained models to improve efficiency.
Ensure the system is scalable and can handle a variety of image types and sizes.

I would like to contribute on this project under GSSoC'24 Extended and Hactoberfest 2024.
@Kushal997-das Kindly assign this issue to me.

[github-actions]

@Soumya0927

It's great having you contribute to this project

Thanks for opening this Issue 🙌 , Welcome to Project Guidance 💖 We will review everything and get back to you.
Make sure to give a star to this repo before making a fork! Thank you :)

[SakiraAli1115]

I am the mentor of this project.
@Soumya0927 Hello
I appreciate your issue, can you give screenshot after update the output!!
Thank you!!

[github-actions]

Hi @Soumya0927 👋, your issue #1545 has been successfully closed ✅. Thank you for your valuable contribution! 🙌

[Soumya0927]

Hi, I would like to contribute on this. But need some time for a week to complete it.
Thank you for your cooperation.