# SeeDeep: detection and counting in your browser

It finds people and things in video, on your device, not ours. Point it at a crosswalk, a loading dock, a shop floor: it marks what it sees, counts what crosses a line, and gives you the counts as a CSV. Nothing you show it leaves your browser.

## What it finds

The 80 everyday classes of the COCO dataset (people and vehicles in their own colours): person, bicycle, car, motorcycle, airplane, bus, train, truck, boat, traffic light, fire hydrant, stop sign, parking meter, bench, bird, cat, dog, horse, sheep, cow, elephant, bear, zebra, giraffe, backpack, umbrella, handbag, tie, suitcase, frisbee, skis, snowboard, sports ball, kite, baseball bat, baseball glove, skateboard, surfboard, tennis racket, bottle, wine glass, cup, fork, knife, spoon, bowl, banana, apple, sandwich, orange, broccoli, carrot, hot dog, pizza, donut, cake, chair, couch, potted plant, bed, dining table, toilet, tv, laptop, mouse, remote, keyboard, cell phone, microwave, oven, toaster, sink, refrigerator, book, clock, vase, scissors, teddy bear, hair drier, toothbrush. It does not read faces, plates or text; it does not know hard hats, weapons or masks.

## Count a video

Open a video file from your computer; it plays in the page while the detector runs; turn on the line and drag its ends to count crossings; add a zone and drag its corners to count who is inside and for how long; download the counts (one row per second, in-zone count, totals seen, crossings, entries and stays, what made them).

## What leaves your device: a visit count, never a camera frame

The page loads a detector (7 MB), a runtime (10 MB) and a sample clip (3.5 MB) from this site, once. No account, no cookie. Cloudflare, which serves the pages, counts page visits with its Web Analytics (no cookie): page visits only, never camera frames or files. A click on a pay link or the email link is counted too, at sevenskyconsulting.com: which link and which page, nothing about you. The content rule lets those two counters through and makes the browser refuse any other host.

## Measured

On a MacBook Pro (Apple M1 Pro), Google Chrome 155, 21 October 2026: 36 frames a second, 27 ms a detection (GPU delegate).

## Two things for sale

- Count my video, $149 (first three buyers $99, then $149 at https://buy.stripe.com/aFaaEXfNe5tJ24nb8o1Fe0u): the full report on your own video, ready right after paying and run by you, in your browser, on the page Stripe sends you back to; counts per second and per minute by class (CSV), every crossing of one line (CSV), a PDF with totals, peaks, method and limits, and the video with the boxes drawn; ten starts of the report within fourteen days of paying; the video is never uploaded; if the footage cannot be counted the money comes back. Buy: https://buy.stripe.com/fZudR9cB27BRcJ12BS1Fe0g
- Your own counter page, $249 (first three buyers $166, then $249 at https://buy.stripe.com/8x28wPfNe09pcJ1ccs1Fe0t): a counter page for one doorway or lane (your line, your classes, your name) at seedeep.ai/for/your-name for twelve months; ready right after paying, set up by you on the page Stripe sends you back to, and yours to change but for its address for those twelve months; runs on any phone or laptop pointed at the spot; counts download as CSV. Example: https://seedeep.ai/for/example/. Buy: https://buy.stripe.com/fZuaEX7gIf4j7oHdgw1Fe0h

Payment by card on Stripe's page; Stripe sends you back to seedeep.ai to set up what you bought, with nothing to send. sevenskyconsulting.com keeps a counter page's settings so that the page can show them, and a report's count of starts; the page shows only what you put on it; no picture or video is ever uploaded. Seller Seven Sky Consulting; not delivered as described within the time stated = payment returned in full.

How it works, with sources: https://seedeep.ai/about/ · The record of 2025: https://seedeep.ai/posts/