Models
MobileNet V2 Classification vs. YOLOv4

MobileNet V2 Classification vs. YOLOv4

Both MobileNet V2 Classification and YOLOv4 Darknet are commonly used in computer vision projects. Below, we compare and contrast MobileNet V2 Classification and YOLOv4 Darknet.

Models

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MobileNet V2 Classification

MobileNet is a GoogleAI model well-suited for on-device, real-time classification (distinct from MobileNetSSD, Single Shot Detector). This implementation leverages transfer learning from ImageNet to your dataset.
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YOLOv4 Darknet

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 Darknet.
Model Type
Classification
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
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YOLO
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Frameworks
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Darknet
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
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License
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YOLO
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Training Notebook

Compare MobileNet V2 Classification and YOLOv4 Darknet with Autodistill

Models

MobileNet V2 Classification vs. YOLOv4

.

Both

MobileNet V2 Classification

and

YOLOv4 Darknet

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

MobileNet V2 Classification

and

YOLOv4 Darknet
  MobileNet V2 Classification YOLOv4 Darknet
Date of Release
Model Type Classification Object Detection
Architecture YOLO
GitHub Stars

MobileNet V2 Classification

MobileNet is a GoogleAI model well-suited for on-device, real-time classification (distinct from MobileNetSSD, Single Shot Detector). This implementation leverages transfer learning from ImageNet to your dataset.

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

YOLOv4 Darknet

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 Darknet.

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

Compare MobileNet V2 Classification to other models

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