CCTV background images Computer Vision Project
Updated 10 months ago
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downloadsThis dataset can be useful for adding background images to any dataset.
"Background images are images with no objects that are added to a dataset to reduce False Positives (FP). We recommend about 0-10% background images to help reduce FPs (COCO has 1000 background images for reference, 1% of the total). No labels are required for background images." https://docs.ultralytics.com/yolov5/tutorials/tips_for_best_training_results/
No augmentations, just 640x640 grayscaled images.
Used 150 test images from https://universe.roboflow.com/dataset-uutxr/cctv-naxyo/dataset/2
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Cite This Project
If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{
cctv-background-images_dataset,
title = { CCTV background images Dataset },
type = { Open Source Dataset },
author = { Sunfire Marik },
howpublished = { \url{ https://universe.roboflow.com/sunfire-marik-alar9/cctv-background-images } },
url = { https://universe.roboflow.com/sunfire-marik-alar9/cctv-background-images },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2024 },
month = { apr },
note = { visited on 2025-02-17 },
}