Models
Mask RCNN vs. YOLOv4 PyTorch

Mask RCNN vs. YOLOv4 PyTorch

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

Models

icon-model

Mask RCNN

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

YOLOv4 PyTorch

YOLOv4 has emerged as the best real time object detection model. YOLOv4 carries forward many of the research contributions of the YOLO family of models along with new modeling and data augmentation techniques. This implementation is in PyTorch.
Learn more about YOLOv4 PyTorch
Model Type
Instance Segmentation
--
Object Detection
--
Model Features
Item 1 Info
Item 2 Info
Architecture
--
YOLO
--
Frameworks
PyTorch
--
PyTorch
--
Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
24k+
--
4.4k+
--
License
MIT
--
Apache-2.0
--
Training Notebook

Compare Mask RCNN and YOLOv4 PyTorch with Autodistill

Models

Mask RCNN vs. YOLOv4 PyTorch

.

Both

Mask RCNN

and

YOLOv4 PyTorch

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

Mask RCNN

and

YOLOv4 PyTorch
  Mask RCNN YOLOv4 PyTorch
Date of Release Oct 23, 2017
Model Type Instance Segmentation Object Detection
Architecture YOLO
GitHub Stars 24000 4400

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 PyTorch

YOLOv4 has emerged as the best real time object detection model. YOLOv4 carries forward many of the research contributions of the YOLO family of models along with new modeling and data augmentation techniques. This implementation is in PyTorch.

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