Product authentication using packaging

A non-transitory computer-readable medium tangibly encoding a computer program operable to cause a data processing apparatus to perform operations comprising:

• capturing, at a mobile device, an image using a camera of the mobile device;
• processing, at the mobile device, the image using one or more machine learning models, wherein the one or more machine learning models have been trained to identify a face of first packaging in the image, and
• determine whether the first packaging in the image satisfies one or more capture conditions;
• providing, at the mobile device, feedback for image capture based on a first output of the one or more machine learning models relating to the one or more capture conditions;
• and
• in response to output of the one or more machine learning models indicating that the one or more capture conditions are satisfied, and in response to the output of the one or more machine learning models indicating that the face of the first packaging is present in the image, sending the image for authentication of the first packaging.

A system comprising:

• one or more computers programmed to authenticate packaging;
• and
• a mobile device communicatively coupled with the one or more computers, the mobile device being programmed to perform operations comprising:
• capturing, at a mobile device, an image using a camera of the mobile device;
• processing, at the mobile device, the image using one or more machine learning models, wherein the one or more machine learning models have been trained to identify a face of first packaging in the image, and
• determine whether the first packaging in the image satisfies one or more capture conditions;
• providing, at the mobile device, feedback for image capture based on a first output of the one or more machine learning models relating to the one or more capture conditions;
• and
• in response to output of the one or more machine learning models indicating that the one or more capture conditions are satisfied, and in response to the output of the one or more machine learning models indicating that the face of the first packaging is present in the image, sending the image to the one or more computers for authentication of the first packaging