Florence 2 Object Detection vs. Mask RCNN

Both Florence 2 Object Detection and Mask RCNN are commonly used in computer vision projects. Below, we compare and contrast Florence 2 Object Detection and Mask RCNN.

Models

Florence 2 Object Detection

Florence-2 is a lightweight vision-language model open-sourced by Microsoft under the MIT license.

Learn more about Florence 2 Object Detection

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

Learn more about Mask RCNN

Model Type

Object Detection

Instance Segmentation

Model Features

Item 1 Info

Item 2 Info

Architecture

Annotation Format

Instance Segmentation

Framework

PyTorch

GitHub

View Repo

GitHub Stars

24k+

License

MIT

Paper

View Paper

Training Notebook

Train on Colab

Deploy Model

Deploy with Roboflow

Compare Florence 2 Object Detection vs. Mask RCNN

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.

Florence 2 Object Detection vs. Mask RCNN

Models