Models
Mask RCNN vs. YOLOv4 Tiny

Mask RCNN vs. YOLOv4 Tiny

Both Mask RCNN and YOLOv4 Tiny are commonly used in computer vision projects. Below, we compare and contrast Mask RCNN and YOLOv4 Tiny.

Models

icon-model

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.
Learn more about Mask RCNN
icon-model

YOLOv4 Tiny

The tiny and fast version of YOLOv4 - good for training and deployment on limited compute resources, and getting a feel for your dataset
Learn more about YOLOv4 Tiny
Model Type
Instance Segmentation
--
Object Detection
--
Model Features
Item 1 Info
Item 2 Info
Architecture
--
ResNet-D, YOLO
--
Frameworks
PyTorch
--
Darknet
--
Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
24k+
--
--
License
MIT
--
YOLO
--
Training Notebook

Compare Mask RCNN and YOLOv4 Tiny with Autodistill

Models

Mask RCNN vs. YOLOv4 Tiny

.

Both

Mask RCNN

and

YOLOv4 Tiny

are commonly used in computer vision projects. Below, we compare and contrast

Mask RCNN

and

YOLOv4 Tiny
  Mask RCNN YOLOv4 Tiny
Date of Release Oct 23, 2017 Nov 09, 2020
Model Type Instance Segmentation Object Detection
Architecture ResNet-D, YOLO
GitHub Stars 24000

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

YOLOv4 Tiny

The tiny and fast version of YOLOv4 - good for training and deployment on limited compute resources, and getting a feel for your dataset

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

Deploy a computer vision model today

Join 250,000 developers curating high quality datasets and deploying better models with Roboflow.

Get started