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FAQ
MANIFESTO
LOW PROFILE makes clothing for people who would rather not be counted.
/PREMISE
You are photographed hundreds of times a day; by cameras you can see and models you cannot. Your gait, your face, the phone in your pocket, the card in your wallet: all of it is legible to machines by default.
/METHOD
We treat every garment as a countermeasure. CV-dazzle knits break facial landmarks. Adversarial prints read as nothing to a detector. It's all in the cloth — no gadgets, no electronics.
/STANCE
This is not paranoia. It is hygiene. Wearing less signal is a choice you are allowed to make. We build the tools; you decide when to disappear.
/FAQ
DO YOU COLLECT ANY PERSONAL DATA?
The short version: only what an order needs — contact, shipping and billing details, order contents — and card details go straight to the payment processor, never to us. The honest asterisk: this store runs on Shopify, and Shopify is, let's say, enthusiastic about data. We've flipped off every switch we can find — no Google Analytics, no Shopify Network Intelligence, no cross-network data sharing, no advertising trackers or data-broker pixels of our own — but the platform still does platform things. We can't quite promise the zero-tracking utopia our knitwear implies; we promise zero tracking we can control, and full disclosure on the rest. The lawyer-approved fine print lives at /policies/privacy-policy.
WAIT — AN ANTI-SURVEILLANCE BRAND ON SHOPIFY?
Yes, and the irony is not lost on us. Selling anti-tracking clothing on a platform that adores telemetry is peak 2026. So we disable every tracking toggle Shopify lets us disable, decline the optional data-sharing programs, and document the ones we can't switch off at /policies/privacy-policy. Building the escape pod inside the machine — noted, and mitigated wherever we're actually allowed to.
HOW DO THE GARMENTS ACTUALLY DEFEAT SURVEILLANCE?
They don't hide your body; they attack the math the camera runs on it.
A modern surveillance system doesn't "see" a person; it runs a neural network that scores thousands of little regions of the frame and asks "how confident am I that this is a person?" Every one of these patterns is engineered to drive that confidence down.
- Adversarial patches are trained, not drawn. We run real detectors (SSD, RetinaNet, Faster-RCNN) backwards; millions of tiny steps that reshape the pattern until the detector's person-score collapses. The result looks like abstract camo to you and like noise the network can't resolve into a human to the machine.
- We train for the real world, not a lab. Each pattern is optimized across thousands of simulated viewings; off-axis angles, overhead cameras, motion blur, sensor grain, changing distance, and the folds of worn cloth; so it keeps working when it's on a moving body under a real lens, not just flat on a screen.
- We score honestly. A dark blob "hides" you by simply blocking pixels; that's not an attack, that's a jacket. So we measure every pattern against a plain gray patch of the same size and only count what the structure itself defeats.
The honest bottom line: these are detection-confidence attacks, tested as a digital proxy. They degrade how reliably automated systems flag you; they don't make you invisible, and effectiveness depends on the specific model and how close the camera is. Strongest against the exact system they're tuned for; a meaningful nuisance to everything else.
WILL THIS MAKE ME INVISIBLE?
No. Nothing does. We reduce signal — we do not promise disappearance. Think hygiene, not magic.
WHAT IS YOUR SHIPPING & RETURNS POLICY?
All sales are final. Every piece is made to order in small batches, so we can't accept returns or exchanges for change of mind, wrong size, or wrong colour — please check the measurements on each product page before ordering. Faulty or incorrect items are always put right: if an order arrives damaged, defective, or misprinted, request a free reshipment or a refund. Report any quality issue or lost package within 30 days of delivery.
WHERE ARE RETURNS SENT?
217 Wrangler Drive, Coppell, Texas, 75019
HOW SHOULD I CARE FOR MY GARMENTS?
Wash cold, inside out, no bleach, and lay flat to dry. Skip the tumble-dryer and don't iron directly over printed areas — heat and agitation degrade the print and the fabric over time.
IS IT LEGAL TO WEAR THIS?
In most places, yes — but laws on face coverings vary by city and country and can change. You are responsible for using our products lawfully where you are. When in doubt, check local rules.
HOW DO I CHOOSE A SIZE?
Each product page lists flat measurements. Our cuts run boxy and oversized by design; if you want a closer fit, size down. Reach out before ordering and we'll help you dial it in.
DO YOU SHIP INTERNATIONALLY?
Yes, worldwide. Import duties and taxes are the buyer's responsibility and are not included at checkout. Parcels ship plain and unbranded with no itemised marketing.
HOW DO PAYMENTS WORK — DO YOU SEE MY CARD?
No. Payment is handled by our payment processor through Shopify checkout; card details never touch our servers. We only ever see what we need to ship your order.
WHEN DO YOU RESTOCK OR DROP NEW PIECES?
We produce in small batches rather than continuous stock. Follow us or check the NEWS feed for drop announcements — we don't run a mailing list unless you opt in.
HOW DO I GET SUPPORT, PRESS, OR WHOLESALE?
Email contact@lowprofile.studio for anything — order support, repairs, press, or wholesale. We read every message and reply from a real inbox.