Pixel error detection system

A computer program product comprising a non-transitory computer readable storage device having a computer readable program stored thereon, wherein the computer readable program when executed on a computer causes the computer to:

• receive, with a processor, video content;
• splice, with the processor, the video content into a plurality of video frames;
• splice, with the processor, at least one of the plurality of video frames into a plurality of image patches;
• perform, with a neural network, an image reconstruction of at least one of the plurality of image patches to generate a reconstructed image patch;
• compare, with the processor, the reconstructed image patch with the at least one of the plurality of image patches;
• generate, with the processor, an error score based on a discrepancy between the reconstructed image patch and the at least one of the plurality of image patches;
• determine, with the processor, whether the error score is an outlier based on a comparison of the error score with a plurality of error scores corresponding to a distribution of error scores for the plurality of image patches;
• and
• determine, with the processor, whether a pixel error is present within the at least one of the plurality of image patches when the error score is determined to be the outlier.