Models
MobileNet SSD v2 vs. Faster R-CNN

MobileNet SSD v2 vs. Faster R-CNN

Both MobileNet SSD v2 and Faster R-CNN are commonly used in computer vision projects. Below, we compare and contrast MobileNet SSD v2 and Faster R-CNN.

Models

icon-model

MobileNet SSD v2

This architecture provides good realtime results on limited compute. It's designed to run in realtime (30 frames per second) even on mobile devices.
icon-model

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.
Model Type
Object Detection
--
Object Detection
--
Model Features
Item 1 Info
Item 2 Info
Architecture
--
--
Frameworks
TensorFlow 1.5
--
TensorFlow 1.5
--
Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
81+
--
7.5k+
--
License
MIT
--
MIT
--
Training Notebook

Compare MobileNet SSD v2 and Faster R-CNN with Autodistill