this bottle is a banana - YOLOv2
This water bottle looks like a bottle to a human, but has a design that will cause it be misclassified as bananas by image recognition systems. Order one and you can sing to all your co-workers about how your bottle is bananas, bee ay en ay en ay ess. Order a bunch and convince your robot overlords that you are really a monkey. Adversarial patches don't always transfer well between models. This patch was specifically designed to be effective against YOLOv2.• High-grade stainless steel• 17 oz (500 ml)• Dimensions: 10.5″ × 2.85″ (27 × 7 cm)• Vacuum flask• Double-wall construction• Bowling pin shape• Odorless and leak-proof cap• Insulated for hot and cold liquids (keeps the liquid hot or cold for 6 h)• Patented ORCA coating for vibrant colors• Hand-wash only (dishwasher not recommended due to vacuum seal) This adversarial designs water bottle uses a targeted adversarial patch that maximizes the class probability for banana in the bounding box for the object. The patch is trained with dyna