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Basement Scenes (Raw Dataset)

An authentic, high-resolution collection of photographs capturing technical basements, utility pipes, wires, and industrial elements.

All photos were taken on a full-frame camera: Sony a7S III. Lenses: Zeiss 55mm & G Master 24mm The images maintain their original resolution (4240 × 2832) exported at 90% JPG quality to preserve maximum surface detail. Fully preserved EXIF metadata (ISO, aperture, exposure) is included in every file.

  • License: CC0 1.0 Universal (Public Domain). 100% free for commercial, non-commercial, and academic use. No attribution required.
  • Data State: Raw, unannotated images. Ready for custom labeling, training neural networks, or fine-tuning vision models.

Objects & Elements Inside:

  • Pipes & Valves: Water and heating pipes, metal connections, and valves.
  • Analog Gauges: Mechanical pressure gauges (manometers) with clear, readable dials.
  • Wiring & Cables: Power lines, terminal lugs, and electrical wires on concrete walls.
  • Heating Systems: Old cast-iron radiators and local utility elements.
  • Surfaces & Textures: Raw concrete, brickwork, peeling paint, cracks, and rust.
  • Fire Safety: Real-world fire extinguishers with visible wear and tear.

Best Used For:

  1. Object Detection: Training AI models to find pipes, gauges, wires, radiators, and fire extinguishers.
  2. Computer Vision: A ready-to-use image base for any general machine learning and computer vision projects.
  3. Model Training & Fine-Tuning: Clean raw data for training your own AI models from scratch or fine-tuning existing ones.
  4. Textures & References: High-quality photos of brick walls, concrete cracks, and rust for 3D modeling and game development.
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