YOLOv4 Tiny vs. EfficientNet: Compared and Contrasted

Models

YOLOv4 Tiny

The tiny and fast version of YOLOv4 - good for training and deployment on limited compute resources, and getting a feel for your dataset

Learn more about YOLOv4 Tiny

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

ResNet-D, YOLO

CNN

Frameworks

Darknet

Keras

Annotation Format

Instance Segmentation

GitHub

View Repo

GitHub Stars

License

YOLO

Paper

Training Notebook

Deploy Model

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YOLOv4 Tiny vs. EfficientNet

Both

YOLOv4 Tiny

and

EfficientNet

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

YOLOv4 Tiny

and

EfficientNet

	YOLOv4 Tiny	EfficientNet
Date of Release	Nov 09, 2020	May 28, 2019
Model Type	Object Detection	Classification
Architecture	ResNet-D, YOLO	CNN
GitHub Stars		7200

YOLOv4 Tiny

The tiny and fast version of YOLOv4 - good for training and deployment on limited compute resources, and getting a feel for your dataset

How to Augment How to Label How to Plot Predictions How to Filter Predictions How 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 Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

Learn more about YOLOv4 Tiny

Learn more about EfficientNet