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adithya-s-k / World-of-AI

WORLD OF AI : An open-source repository for AI-based projects 🚀, from beginner to expert level, helping contributors start their journey in Artificial Intelligence and Deep Learning. Our projects provide hands-on experience to real-world problems👨‍💻. Join our community and contribute to the development of AI-based solutions 👥.
https://www.cognitivelab.tech/
MIT License
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[ML category based PROJECT PROPOSAL] #27

Open aman-kumar29 opened 1 year ago

aman-kumar29 commented 1 year ago

Project Request

Image Captioning with Deep Learning

This project aims to develop a model that automatically generates descriptive captions for images.

Field Description
About Image Captioning with Deep Learning
Github aman-kumar29
Email amankumar76814@gmail.com
Label Project Request

https://github.com/aman-kumar29

Define You

Image Captioning with Deep Learning

Description

The project involves training a deep-learning model on a dataset of images paired with corresponding captions. The model will learn to understand the visual content of images and generate meaningful and contextually relevant captions. The project will also include evaluating the model's captioning performance and the development of a user-friendly interface for image caption generation.

[Description of the project, its goals, and expected outcomes]

Objectives

  1. Real-Time Caption Generation: Develop a user interface where users can upload images, and the model generates captions in real time.
  2. Content Generation: Image captioning models can be extended to generate creative and contextual captions for various applications, such as social media posts or advertising.

Deliverables

  1. Will give a trained image captioning model which should be able to take an input image and generate a relevant and contextually appropriate caption that accurately describes the visual content.
  2. A user-friendly interface to interact with the model
  3. comprehensive documentation will be provided, including technical documentation and user guides which will clearly describe how to use the interface and how to generate the caption.

Timeline

Start Date: when assigned End Date: 20 July

Support Links

  1. http://cocodataset.org/ could use this to get a dataset for the same.
  2. could go through some research papers for this
aman-kumar29 commented 1 year ago

@adithya-s-k ya-s-k can i work on this then? Can you please assign this to me under GSSoC'23?

Sar-thak-3 commented 1 year ago

@adithya-s-k I have already worked on this kind of Image Captioning model. Kindly assign me this issue under GSSoC 2023.