This is a seemingly stupid request for all post-post-doc AI researchers on here, but hear me out.
First thing that DL Newbies look for is an image inferencing example. Inferencing is computationally cheap and has a high WOW factor, which makes it the perfect “Hello World” for DL.
We have the reference PyTorch ImageNet training code on Github, but we don’t have a reference ImageNet inferencing example. If someone has an elegant, memory efficient CPU + GPU inferencing code sitting around please submit a PR and add it to the examples repo!