Has anyone created statistics on how fast and accurate Inception V3 can classify an image based on criteria such as: different models of GPUs/CPUs, input image size, input image ratio, file format, how it runs on iOS and Android, etc?
Example chart I'd hope to see:
GPU | CPU | Ratio | Size | Speed | Accuracy
x 1:1 100x100 1000ms 93%
x 3:4 3k x 4k 40000ms 95%
X as in type of GPU/ CPU