Validating identification documents

A system to validate a document, the system comprising:

• at least one memory;
• and
• at least one processor coupled to the at least one memory, the at least one processor configured to:
• receive a first image of a front-side of the document;
• identify a type of the document using a machine learning algorithm based on the first image;
• extract a first feature of the front-side of the document from the first image;
• identify a first environmental feature from the first image, the first environmental feature being related to a capture of the first image by a camera;
• receive a second image of a backside of the document;
• confirm the type of the document using the machine learning algorithm based on the second image;
• identify a second feature of the backside of the document from the second image;
• identify a second environmental feature from the second image, the second environmental feature being related to a capture of the second image by the camera;
• and
• verify the document by confirming that the first feature matches the second feature, the first environmental feature matches the second environmental feature, and that the type of document is the same in the first and second image,
• wherein the first environmental feature and second environmental feature include at least one of:
• lighting, resolution, or color balance.

A non-transitory computer-readable medium having instructions stored thereon that, when executed by at least one computing device, cause the at least one computing device to perform operations, the operations comprising:

• receiving a first image of a front-side of a document;
• identifying a type of the document using a machine learning algorithm based on the first image;
• extracting a first feature of the front-side of the document from the first image using optical character recognition (OCR);
• identifying a first environmental feature from the first image, the first environmental feature being related to a capture of the first image by a camera;
• receiving a second image of a backside of the document;
• confirming the type of the document using the machine learning algorithm based on the second image;
• identifying a second feature of the backside of the document from the second image;
• identifying a second environmental feature from the second image, the second environmental feature being related to a capture of the second image by the camera;
• and
• verifying the document by confirming that the first feature matches the second feature, the first environmental feature matches the second environmental feature, and that the type of document is the same in the first and second image,
• wherein the first environmental feature and second environmental feature include at least one of:
• lighting, resolution, or color balance.