PREDICTION VERIFICATION USING A SELF-CALIBRATING CAMERA
First Claim
Patent Images
1. A computer implemented method for validating a prediction model, the method comprising:
- determining a predicted object attribute for a target object by analyzing a prediction model;
capturing, by a camera, a first image and a second image, the second image being captured subsequent to the first image being captured, wherein the first and second images contain the target object;
determining, by a processor, a measured object attribute for the target object by comparing the first and second images;
determining, by the processor, whether the prediction model is correct by comparing the measured object attribute to the predicted object attribute; and
validating, by the processor and in response to determining that the prediction model is correct, the prediction model.
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Abstract
A computer processor may determine a predicted object attribute for a target object by analyzing a prediction model. The camera may capture a first image and then, after some time, a second image that both contain the target object. By comparing the first and second images, the computer processor may determine a measured object attribute for the target object. The processor may then determine whether the prediction model is accurate by comparing the measured object attribute to the predicted object attribute.
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Citations
18 Claims
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1. A computer implemented method for validating a prediction model, the method comprising:
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determining a predicted object attribute for a target object by analyzing a prediction model; capturing, by a camera, a first image and a second image, the second image being captured subsequent to the first image being captured, wherein the first and second images contain the target object; determining, by a processor, a measured object attribute for the target object by comparing the first and second images; determining, by the processor, whether the prediction model is correct by comparing the measured object attribute to the predicted object attribute; and validating, by the processor and in response to determining that the prediction model is correct, the prediction model. - View Dependent Claims (2, 3, 4, 5, 6)
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7. A system for validating a prediction model comprising:
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a memory to store an image analysis module and a prediction verification module; and a processor configured to; run the image analysis module, wherein the image analysis module is configured to; import, from a camera, a first image and a second image, the first and second images containing a target object; and determine a measured object attribute for the target object by comparing the first and second images; run the prediction verification module, wherein the prediction verification module is configured to; determine, from a prediction model, a predicted object attribute for the target object; and determine, in response to determining a predicted object attribute for the target object, whether the prediction model is accurate by comparing the predicted object attribute to the measured object attribute. - View Dependent Claims (8, 9, 10, 11, 12)
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13. A computer program product for validating a prediction model, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, wherein the computer readable storage medium is not a transitory signal per se, the program instruction executable by a processor to cause the processor to perform a method comprising:
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determining a predicted object attribute for a target object by analyzing a prediction model; capturing, by a camera, a first image and a second image, the second image being captured subsequent to the first image being captured, wherein the first and second images contain the target object; determining a measured object attribute for the target object by comparing the first and second images; determining whether the prediction model is correct by comparing the measured object attribute to the predicted object attribute; and validating, in response to determining that the prediction model is correct, the prediction model. - View Dependent Claims (14, 15, 16, 17, 18)
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Specification