World-of-AI
World-of-AI copied to clipboard
adithya-s-k
AI-Driven Text and Image Generation
Project Request
The goal of this project is to develop an AI-powered system that leverages natural language processing (NLP) and computer vision techniques to generate and manipulate text and images. The system will have multiple functionalities, including text completion and editing, text embeddings for search and classification, code generation and editing, and image generation and editing.
The project will involve building and training deep learning models for each specific task, integrating them into a cohesive system, and developing a user-friendly interface to interact with the system's functionalities. The system will be designed to handle various text and image data types and provide accurate and efficient results.
| Field | Description |
|---|---|
| About | System will be designed to handle various text and image data types and provide accurate and efficient results. |
| Github | @thestarsahil |
| [email protected] | |
| Label | Project Request |
Define You
- ☑ GSSOC Participant
- ☑ Contributor
AI-Driven Text and Image Generation
Description
The project will involve building and training deep learning models for each specific task, integrating them into a cohesive system, and developing a user-friendly interface to interact with the system's functionalities. The system will be designed to handle various text and image data types and provide accurate and efficient results
Goals Implementing text completion and editing functionalities. Implementing text embeddings for search and classification.
Outcomes Enable users to automatically generate and modify code snippets, facilitating software development and code refactoring tasks. Creating a cohesive system where NLP and computer vision functionalities seamlessly work together, providing a comprehensive toolkit for text and image processing.
Scope
- Researching and implementing state-of-the-art NLP models for text completion, editing, and embeddings.
- Researching and implementing computer vision models for image generation and editing.
- Integrating NLP and computer vision models into a unified system.
- Developing a user-friendly interface for interacting with the system's functionalities.
- Testing and evaluating the system's performance and accuracy.
- Documenting the project, including a user guide and technical documentation.
Tech Stack - Python, TensorFlow,Natural Language Toolkit, spaCy, or Hugging Face's Transformers,OpenCV,Markdown,PyTest,Django
Timeline
start date - the day project is assigned end date - 10th august.
Support Links
https://www.tensorflow.org/guide https://spacy.io/usage https://huggingface.co/docs/transformers/index https://docs.opencv.org/ https://docs.pytest.org/en/latest/ https://docs.djangoproject.com/en/4.2/
@thestarsahil I am thrilled to receive your project request! Your idea is truly fascinating and I am eager to see it come to life.
To ensure the project runs smoothly, please follow all guidelines provided. If you are working on an AI, ML, or DL project, we kindly ask that you create a folder for your project within the respective folders and submit your progress accordingly. Please do follow the project readme template To ensure that everyone has a fair chance to participate, we kindly request that you complete 75% of the work within the first week of receiving the issue, and the remaining 25% within the next 3 days(10 days in total). If for any reason, you fail to meet this deadline, we will assign the task to someone else who is equally enthusiastic about contributing to this project.
If you have any questions, feel free to contact me via email or Discord or reach out to our team of project mentors.
Thank you for your contribution and let's make this project a huge success!
Hello, my name is Ishanya. I wish to contribute to this project, I like the idea behind the project, could kindly assign me the project? Thank You
