Apr 25

Deep Learning For Better Image Quality

If you look at competitors, for example Nexigo with their MKii and upcoming MKiii projector, they are using an SAE engine trained on over 50,000 hours of footage, that’s real investment in image quality, their iris and laser dimming algorithms benefit the most, the deepest absolute black levels, I don’t know if it’s possible for Xgimi to develop something similar but I read you are going to give four years of possible updates, perhaps worth investigating and refining your Titan models.The two iris design means light scatter is improved, this should lead to deeper black levels than any competitor, but at the moment, Valerion and Nexigo have deeper overall black levels, where you succeed is having more brightness on tap for a well rounded image, dynamic range is what I would call it, but you have the potential to go much further, if your competitors can utilise deep learning using over 50,000 hours of video footage and if they can pull off deeper black levels with minimal artifacts then Xgimi with all your resources can potentially beat them and be the DLP projector, perhaps THE projector that everyone wants to buy.My feeling is you need to make sure current projectors basics are covered, I think you have mostly done this with all the features you currently have and 23.976hz playback is fantastic, I saw from the beta testers just a few days ago that on white objects some flashing at the bottom of the screen in Blade Runner 2047, hopefully that’s an easy fix for you, I would like to get a projector with great colour uniformity, if it’s pink on one side and green or white on the other side then that’s no good, so I hope recent reports are just minor issues with the beta testers units.To pull ahead of the competition, I think an F6 on the iris, I think a few more dynamic modes and try and fix the artifacts on the current more conservative dynamic iris or laser dimming modes, artifacts pull you out of a film, once you notice some you end up noticing more and before you know it your projectors put up for sale, I hope that does not happen with me, I wish to keep the Titan Noir Max but it has to live up to its full potential, deep black levels with shadow detail intact, bright highlights in HDR mode, good calibration of the units, get delta errors below 5 and preferably below 3, I would say please provide those of us with i1 Display Pro 3 meters a way to calibrate easily, correction files based off a 2nm spectroradiometer, a spectral correction file supplied to people who buy the Titan Noir Max would be highly desirable, then we can calibrate with confidence.It would be highly useful if we could use the dynamic iris, hopefully soon there will be several modes to choose from, use that and be able to dim laser light output down, I know that likely presents more time involvement from you in making sure the dimming and iris work together in such a scenario but it would help us tailor brightness to our screen size.Thank you for listening.
PendingPending