Models
YOLOv4 PyTorch vs. Faster R-CNN

YOLOv4 PyTorch vs. Faster R-CNN

Both YOLOv4 PyTorch and Faster R-CNN are commonly used in computer vision projects. Below, we compare and contrast YOLOv4 PyTorch and Faster R-CNN.

Models

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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
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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
4.4k+
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7.5k+
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License
Apache-2.0
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MIT
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Training Notebook

Compare YOLOv4 PyTorch and Faster R-CNN with Autodistill

Models

YOLOv4 PyTorch vs. Faster R-CNN

.

Both

YOLOv4 PyTorch

and

Faster R-CNN

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

YOLOv4 PyTorch

and

Faster R-CNN
  YOLOv4 PyTorch Faster R-CNN
Date of Release
Model Type Object Detection Object Detection
Architecture YOLO
GitHub Stars 4400 7500

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

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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