Models
Mask RCNN vs. MobileNet SSD v2

Mask RCNN vs. MobileNet SSD v2

Both Mask RCNN and MobileNet SSD v2 are commonly used in computer vision projects. Below, we compare and contrast Mask RCNN and MobileNet SSD v2.

Models

icon-model

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.
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.
Model Type
Instance Segmentation
--
Object Detection
--
Model Features
Item 1 Info
Item 2 Info
Architecture
--
--
Frameworks
PyTorch
--
TensorFlow 1.5
--
Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
24k+
--
81+
--
License
MIT
--
MIT
--
Training Notebook

Compare Mask RCNN and MobileNet SSD v2 with Autodistill

Compare Mask RCNN vs. MobileNet SSD v2

Provide your own image below to test YOLOv8 and YOLOv9 model checkpoints trained on the Microsoft COCO dataset.

COCO can detect 80 common objects, including cats, cell phones, and cars.