Mask RCNN vs. Resnet-32

Both Mask RCNN and ResNet 32 are commonly used in computer vision projects. Below, we compare and contrast Mask RCNN and ResNet 32.

Models

Mask RCNN is a convolutional neural network for instance segmentation.

A fast, simple convolutional neural network that gets the job done for many tasks, including classification.

Model Type

Instance Segmentation

Classification

Model Features

Item 1 Info

Item 2 Info

Architecture

Annotation Format

Instance Segmentation

Framework

PyTorch

Fast.ai v2

GitHub

GitHub Stars

24k+

32+

License

MIT

Paper

Training Notebook

Deploy Model

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.