ClassifiX - AI Image Classifier

An AI-powered image classification web application built using Streamlit and TensorFlow. Upload an image and the model predicts the object category using deep learning.

Features

• Upload image files directly from browser
• AI-based image classification
• Fast predictions using TensorFlow
• Simple and responsive Streamlit UI
• Supports common image formats

Tech Stack

• Python 3.11
• TensorFlow 2.15
• Streamlit
• NumPy
• Pillow

Installation

Clone the repository:

git clone https://github.com/sajeerrr/AI-Image-Classifier.git
cd AI-Image-Classifier

Create virtual environment:

python -m venv venv

Activate virtual environment:

venv\Scripts\activate

Install dependencies:

pip install -r requirements.txt

Run the application:

streamlit run main.py

Project Structure

AI-Image-Classifier/
│
├── main.py
├── requirements.txt
├── README.md
├── .gitignore
└── venv/

Deployment

This project can be deployed for free using:

• Streamlit Community Cloud

Requirements

streamlit
tensorflow==2.15.0
numpy<2.0
pillow

Future Improvements

• Multiple model support
• Better UI design
• Real-time webcam classification
• Confidence score visualization
• Custom trained models