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πŸ€–βœ¨ AI CORE – Hackathon Intelligence Engine ⚑

AI Animation

πŸš€ The central brain of our hackathon project β€” where innovation meets intelligence!
Building the future with Machine Learning, Deep Learning, and Generative AI.



🧠 Overview

The AI Core is the powerhouse of our hackathon project β€” the place where all the data, models, and intelligence converge.
It handles model training, inference APIs, and seamless integration with our front-end.


🧩 Key Features

  • 🧬 Modular AI Architecture – Plug & play ML components
  • βš™οΈ API-Ready Backend – Built with FastAPI for smooth integration
  • 🧠 Model Zoo – Pretrained + fine-tuned models for rapid prototyping
  • 🧾 Data Pipeline – Automated preprocessing and augmentation
  • 🎨 GenAI Support – LLMs, image generation, and more


πŸš€ Getting Started

# Clone the repo
git clone https://github.com/<your-org>/ai-core.git

# Navigate to the directory
cd ai-core

# Install dependencies
pip install -r requirements.txt

# Run locally
uvicorn api.main:app --reload

πŸ“ Project Structure

ai-core/

  • β”œβ”€β”€ data/ # Datasets and preprocessing
  • β”œβ”€β”€ models/ # Model training and weights
  • β”œβ”€β”€ api/ # FastAPI endpoints
  • β”œβ”€β”€ utils/ # Helper functions
  • └── notebooks/ # Experiments and demos

πŸ’‘ Tech Stack

Languages: Python, JavaScript Frameworks: TensorFlow, PyTorch, FastAPI, React Tools: Docker, GitHub Actions, OpenAI API

Made with ❀️ by Team Hacktopus
Innovate. Iterate. Inspire.

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maintainer @amritmondal9641-arch

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