I'm curious if anyone has suggestions for viewing and processing really large imagery. I'm pretty experienced with desktop apps like ENVI and am comfortable with python and GDAL but I'm analyzing dozens and dozens (soon to be hundreds) of DigitalGlobe images that are around 40 gigs per file and I'm struggling to effectively do data exploration because it takes so long to even view them. And then I'm not sure what the best environment is to handle hundreds of images this size.
Does anyone know any cloud based viewers and analysis sandboxes that you recommend? I'm getting access to some beefy machines over the next week or two and I'd prefer to do it locally. Overall I just wanted to get an idea of suggested pipelines for analyzing this much imagery.