Models
YOLOv3 PyTorch vs. Faster R-CNN

YOLOv3 PyTorch vs. Faster R-CNN

Both YOLOv3 PyTorch and Faster R-CNN are commonly used in computer vision projects. Below, we compare and contrast YOLOv3 PyTorch and Faster R-CNN.

Models

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YOLOv3 PyTorch

Though it is no longer the most accurate object detection algorithm, YOLO v3 is still a very good choice when you need real-time detection while maintaining excellent accuracy. PyTorch version.
Learn more about YOLOv3 PyTorch
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Faster R-CNN

One of the most accurate object detection algorithms but requires a lot of power at inference time. A good choice if you can do processing asynchronously on a server.
Learn more about Faster R-CNN
Model Type
Object Detection
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
YOLO
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Frameworks
PyTorch
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TensorFlow 1.5
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
7.2k+
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7.5k+
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License
GPL-3.0
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MIT
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Training Notebook

Compare YOLOv3 PyTorch and Faster R-CNN with Autodistill

Models

YOLOv3 PyTorch vs. Faster R-CNN

.

Both

YOLOv3 PyTorch

and

Faster R-CNN

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

YOLOv3 PyTorch

and

Faster R-CNN
  YOLOv3 PyTorch Faster R-CNN
Date of Release Apr 08, 2018
Model Type Object Detection Object Detection
Architecture YOLO
GitHub Stars 7200 7500

YOLOv3 PyTorch

Though it is no longer the most accurate object detection algorithm, YOLO v3 is still a very good choice when you need real-time detection while maintaining excellent accuracy. PyTorch version.

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

Faster R-CNN

One of the most accurate object detection algorithms but requires a lot of power at inference time. A good choice if you can do processing asynchronously on a server.

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

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