Photobooth Studio

A web-based photobooth application that combines real-time photo capture, image editing, and AI-powered image similarity search. Users can capture photos using their webcam or upload existing images, apply filters, generate photobooth strips, and discover visually similar images through vector-based search.

Features

• Live webcam capture with real-time preview
• Upload and edit multiple images
• Built-in filters including Vintage, Black & White, Blur, Enhance, and Retro
• Generate classic photobooth strips
• AI-powered image similarity search using vector embeddings
• Persistent image indexing and session management
• Responsive and interactive user interface
• Automatic image processing and metadata storage

Tech Stack

Frontend

• HTML5, CSS3, JavaScript, Canvas API, MediaDevices API.

Backend

• FastAPI, ChromaDB, Pillow (PIL), NumPy.

Installation

Install the required dependencies and start the application:

python app.py

Open the application in your browser:

http://localhost:8000

Outputs

Output 1

Output 2

Output 4