Both Faster R-CNN and MobileNet V2 Classification are commonly used in computer vision projects. Below, we compare and contrast Faster R-CNN and MobileNet V2 Classification.
Models
Faster R-CNN
One of the most accurate object detection algorithms but requires a lot of power at inference time. A good choice if you can do processing asynchronously on a server.
MobileNet is a GoogleAI model well-suited for on-device, real-time classification (distinct from MobileNetSSD, Single Shot Detector). This implementation leverages transfer learning from ImageNet to your dataset.
