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Custom pack · 2,500 images
2,500 annotated images on your own cameras and classes, hard negatives included.
- Your scenes and classes
- Hard negatives included
- YOLO + COCO, train / val split
- One revision round
Custom data



01How it works
5–20 photos of your empty camera views. Same mounting height, lens and lighting you run in production.
Classes, look-alikes to include, lighting and weather mix, image count and label format. Fixed price, in writing.
Your scenes are populated with the events you need. Every box is checked, and a sample is reviewed by a person.
You get a preview batch first, then the full set with a dataset card. One revision round is included.
Video clips of the event in your own fixed camera views: fights, falls, weapon draws, shoplifting, smoke or fire starting, loitering.
Video labels: Per-frame boxes, tracking IDs and event start/end times. Useful for temporal models and for checking how fast an alarm fires.
Quoted per project — tell us what you need and we'll quote. More on what goes into a synthetic CCTV video dataset.
02Weather & lighting
Most real footage is daytime and dry. Detectors trained on it fail when the light drops or the weather turns — exactly when cameras are hardest to watch.
Every custom dataset can include weather and lighting variations of your scenes: night and low light, rain, fog and storms. The event and its labels stay the same; only the conditions change, so you can measure how your model holds up.
Variations can also be applied to footage you already have. Read more in Synthetic weather variations.




03Packs
Start here
2,500 annotated images on your own cameras and classes, hard negatives included.
Quoted per project
Video clips from your fixed camera views, or larger image sets at a lower price per image.
Ongoing
New classes built for you, validation reports, re-tests and a dedicated account manager.
04Questions
5–20 still images of your empty scenes, the classes you detect, and an example of what your model gets wrong today. No real footage of incidents is needed.
You do. Custom packs are made for you and are not resold or added to the public catalogue.
Yes. Video clips of the event in your own fixed camera views: fights, falls, weapon draws, shoplifting, smoke or fire starting, loitering. Per-frame boxes, tracking IDs and event start/end times. Video is quoted per project — tell us what you need and we'll quote.
YOLO and COCO by default, with a fixed train / val split. Segmentation masks, keypoints and VLM captions are available on request.
Every pack includes a preview batch and one revision round. We adjust the spec and re-render before the full delivery.
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