Models
YOLOv3 Keras vs. YOLOv4 PyTorch

YOLOv3 Keras vs. YOLOv4 PyTorch

Both YOLOv3 Keras and YOLOv4 PyTorch are commonly used in computer vision projects. Below, we compare and contrast YOLOv3 Keras and YOLOv4 PyTorch.

Models

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YOLOv3 Keras

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. Keras implementation.
Learn more about YOLOv3 Keras
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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
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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YOLO
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Frameworks
Keras
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
7.1k+
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4.4k+
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License
MIT
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Apache-2.0
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Training Notebook

Compare YOLOv3 Keras and YOLOv4 PyTorch with Autodistill

Models

YOLOv3 Keras vs. YOLOv4 PyTorch

.

Both

YOLOv3 Keras

and

YOLOv4 PyTorch

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

YOLOv3 Keras

and

YOLOv4 PyTorch
  YOLOv3 Keras YOLOv4 PyTorch
Date of Release
Model Type Object Detection Object Detection
Architecture YOLO YOLO
GitHub Stars 7100 4400

YOLOv3 Keras

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. Keras implementation.

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

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