Thick of IT

A multimedia information retrieval system supporting audio and image dataset queries via acoustic feature extraction, audio humming search, and image color/texture analysis. Built for IF2123 (Linear Algebra and Geometry) at STEI ITB.

---

Team Members

NIM	Member
13523011	Muhammad Ra’if Alkautsar
13523061	Darrel Adinarya Sunanda
13523063	Syahrizal Bani Khairan
13523132	Jonathan Levi

---

Features

• Audio Retrieval:
  • Search by query audio file matching
  • Audio humming search via acoustic pitch tracking and MIDI comparison
• Image Retrieval:
  • Color histogram and texture similarity matching
• Dataset Management:
  • Audio and image dataset upload and index caching
  • Mapper file upload for dataset ground-truth linking

---

Getting Started

1. Navigate to the src directory:

   cd src

2. Create and activate a virtual environment (Python 3.11 recommended):

   python3.11 -m venv venv
   source venv/bin/activate

3. Install required dependencies:

   pip install -r requirements.txt

4. Run the application:

   python main.py

---

License

MIT