KIALGE/Tbilisi-Night-Traffic-Sample

Tbilisi Night Traffic Detection Dataset — Sample Version (by KIALGE)

This repository provides a free 5-image sample of the
Tbilisi Night Traffic Detection Dataset, created and anonymized by KIALGE.

The full dataset contains 31 anonymized night-time traffic frames from Tbilisi (Georgia), extracted from 4K iPhone footage and labeled in YOLOv8 COCO format.

It is ideal for:

• night-time computer vision
• traffic and vehicle detection
• smart-city AI systems
• YOLOv8 / YOLOv9 training
• low-light detection benchmarking
• autonomous driving research

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🔥 Full Dataset (31 images + YOLO labels)

👉 Get the full dataset on Gumroad: https://your-gumroad-link

Includes:

• 31 high-resolution frames
• YOLOv8 COCO-format bounding box labels
• Fully anonymized faces
• Training-ready structure (images/, labels/, data.yaml)
• Custom commercial license © 2025 KIALGE

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📂 Sample Dataset Contents

images/        → 5 sample frames  
labels/        → 5 YOLO txt files  
data.yaml      → Ultralytics YOLO config  
LICENSE.txt    → Custom Commercial License  

The full dataset contains 31 images + labels.

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🖼️ Preview Images

(Place your preview images in sample_images/ folder)

Example:

These previews represent the visual style and content of the main dataset.

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🏷 YOLO Classes (COCO)

ID	Class
0	person
2	car
5	bus
7	truck
9	traffic light

All bounding boxes are normalized (YOLO format).

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🛠 Technical Details

• Source: iPhone 15 Pro Max, 4K video
• Frame extraction: FFmpeg @ 1 FPS
• Detectors used: YOLOv8n
• Data format: COCO class IDs, YOLOv8 TXT txt files
• Anonymization: OpenCV + YOLO (face blurring)
• Scene: Night-time Tbilisi intersection, wet asphalt, reflections

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🔒 License — Custom Commercial License (© 2025 KIALGE)

This sample dataset is available under a custom commercial license that:

✔ Allows:

• training ML models
• commercial use of trained models
• research & internal projects

❌ Forbids:

• redistribution or sharing of the dataset
• uploading to HuggingFace, Kaggle, GitHub, etc
• selling derivative datasets
• sharing with clients or third parties

Full text is included in LICENSE.txt.

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🔥 Full Dataset (31 images, YOLO annotated)

This is a free preview of the full dataset.
If you want the complete high-resolution version with all annotations:

👉 Buy the Full Dataset on Gumroad:
https://kialge.gumroad.com/l/rhlyb

🔍 SEO Keywords

traffic dataset, yolo dataset, night traffic dataset, tbilisi dataset,
anonymized dataset, coco labels dataset, low light dataset,
smart city dataset, surveillance dataset, vehicle detection dataset,
real world dataset, computer vision dataset, yolov8 training

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⭐ Author

Dataset created by KIALGE.
Follow for more real-world annotated datasets.