<transcript><audio_53>determine the probability that the person in the ID and the person in the selfie are the same even though they may have grown a beard and worn and started wearing glasses</transcript><transcript><audio_54>the algorithm is going to tell us what is the confidence that this person is the same person the next step is how confident are we that the that the information typed on the ID is also the</transcript><transcript><audio_55>information entered into the application so that's another thing that deep learning allows us to do the traditional methodology is to create a template of a driver's license and say okay well here's we centered the driver's license</transcript><transcript><audio_56>and the name is over in this block and we do OCR on it the problem with that is what happens when people aren't very good at taking the picture of the license right and it's it's angled and it's tilted and</transcript><transcript><audio_57>suddenly the template doesn't work very well deep learning is much more forgiving of that type of problem than a</transcript><transcript><audio_58>templated approach and we also use a tool called hello Vera which we didn't write internally which is an AI based</transcript> determine the probability that the person in the ID and the person in the selfie are the same even though they may have grown a beard and worn and started wearing glasses the algorithm is going to tell us what is the confidence that this person is the same person the next step is how confident are we that the that the information typed on the ID is also the information entered into the application so that's another thing that deep learning allows us to do the traditional methodology is to create a template of a driver's license and say okay well here's we centered the driver's license and the name is over in this block and we do OCR on it the problem with that is what happens when people aren't very good at taking the picture of the license right and it's it's angled and it's tilted and suddenly the template doesn't work very well deep learning is much more forgiving of that type of problem than a templated approach and we also use a tool called hello Vera which we didn't write internally which is an AI based
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