ML Image Classification – Any UI Tools to train a set of images on pretrained models (more than one models) and provide result

I have set of images for image classification. Now I want to run these images on pre-trained networks simultaneously (for ex: vgg16, inception, etc.,) and return their accuracy values.Can anyone recommend any available UI tools for this approach.