https://adversarial.io adversarial.io - Fighting mass image recognition * about * blog * Join the forces upload Choose JPG or PNG (up to 1 Mb) and disturb machine vision. [ ] Submit Uploading... Done! Error! . Restart Adversarial.io is an easy-to-use webapp for altering image material, in order to make it machine-unreadable. It works best with 299 x 299px images that depict one specific object. Examples below. tabby manipulated to lynx Adversarial.io currently creates adversarial images against one single image recognition model: Google Inception V.3. Sometimes even the original image is not recognized correctly, which is based in the failure rate of Inception V.3 of 22%. More recent versions show lower original failure rates. trashbin we delete all your data after processing attachment we discard your image meta-data fingerprint we delete identifying browser data when you leave Imprint Privacy/GDPR