Auto Mode: This is basically everything found suited best for performance as selected by the algorithms or neural networks [stop calling it AI]
Notable algorithms in this field is Google hdr plus . Google opensourced the logic behind their hdr plus and Linux imaging geeks have ported it successfully to Linux .
Their is something that can challenge Google's hdr plus in everyway and make it run for it's money .
If anyone have Nexus 5 , try their demo app , you will realise it's power .
These set of algorithm will require heavy fine tuning but will kill anything in reality if implemented properly
Motpho HDR :
This algorithm enhance ois and EIS drastically .
Motpho noise reduction:
It is essential to remove noise without loosing details .
Once noise is reduced , time to make raw with hyper sharp images once our noise reduction is done for hdr algorithm.
PhotoSolid ---> Denoiser ---,> super resolution ----> HDR
Hmd shall tweak it's colour reproduction and sharpness to Nokia Lumia 950 level . If they acquire any of the above algorithmsand tweak it taking lumia 950 as standard , Apple and Samsung will go bankrupt in imaging
AI & Scene detection:
Imaging team of hmd needs to go out in wild and add more scene and optimisation for those scene.
MANUAL special modes :
Night mode : current night mode require better raw (above solution can fix) and better stabilization
8 to 32sec exposure with Morpho Denoiser