CCTV background images Computer Vision Project

Sunfire Marik

Updated 9 months ago

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Object Detection

Description

This 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

LICENSE

CC BY 4.0

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 2025-01-07 },
                            }