Models
Scaled-YOLOv4 vs. Mask RCNN

Scaled-YOLOv4 vs. Mask RCNN

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

Models

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Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.
Learn more about Scaled YOLOv4
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Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.
Learn more about Mask RCNN
Model Type
Object Detection
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Instance Segmentation
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Model Features
Item 1 Info
Item 2 Info
Architecture
YOLO
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Frameworks
PyTorch
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub
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View Repo
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View Repo
GitHub Stars
2k+
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24k+
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License
GPL-3.0
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MIT
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Paper
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View Paper
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View Paper
Training Notebook
Train on Colab
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Train on Colab
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Deploy Model
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Deploy with Roboflow
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Deploy with Roboflow
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Compare Scaled YOLOv4 and Mask RCNN with Autodistill

Models
Scaled-YOLOv4 vs. Mask RCNN

Scaled-YOLOv4 vs. Mask RCNN

.

Both

Scaled YOLOv4

and

Mask RCNN

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

Scaled YOLOv4

and

Mask RCNN
  Scaled YOLOv4 Mask RCNN
Date of Release Oct 23, 2017
Model Type Object Detection Instance Segmentation
Architecture YOLO
GitHub Stars 2000 24000

Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.

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

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
Learn more about Scaled YOLOv4
Learn more about Mask RCNN

Compare Scaled YOLOv4 to other models

MobileNet V2 Classification
MobileNet SSD v2
YOLOv3 Keras
YOLOv3 PyTorch
YOLOv4 PyTorch

Compare Mask RCNN to other models

Phi-3.5
YOLOv9 Image Segmentation
Florence 2 Image Segmentation
Florence 2 Object Detection
GPT-4o

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