Models
YOLOv3 PyTorch vs. EfficientNet

YOLOv3 PyTorch vs. EfficientNet

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

Models

icon-model

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
icon-model

EfficientNet

EfficientNet is from a family of image classification models from GoogleAI that train comparatively quickly on small amounts of data, making the most of limited datasets.
Learn more about EfficientNet
Model Type
Object Detection
--
Classification
--
Model Features
Item 1 Info
Item 2 Info
Architecture
YOLO
--
CNN
--
Frameworks
PyTorch
--
Keras
--
Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
7.2k+
--
--
License
GPL-3.0
--
--
Training Notebook

Compare YOLOv3 PyTorch and EfficientNet with Autodistill

Models

YOLOv3 PyTorch vs. EfficientNet

.

Both

YOLOv3 PyTorch

and

EfficientNet

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

YOLOv3 PyTorch

and

EfficientNet
  YOLOv3 PyTorch EfficientNet
Date of Release Apr 08, 2018 May 28, 2019
Model Type Object Detection Classification
Architecture YOLO CNN
GitHub Stars 7200 7200

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

EfficientNet

EfficientNet is from a family of image classification models from GoogleAI that train comparatively quickly on small amounts of data, making the most of limited datasets.

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

Deploy a computer vision model today

Join 250,000 developers curating high quality datasets and deploying better models with Roboflow.

Get started