YOLOv4 Tiny vs. YOLOv3 PyTorch: 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

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

Model Type

Object Detection

Model Features

Item 1 Info

Item 2 Info

Architecture

ResNet-D, YOLO

YOLO

Frameworks

Darknet

PyTorch

Annotation Format

Instance Segmentation

GitHub

View Repo

GitHub Stars

7.2k+

License

YOLO

GPL-3.0

Paper

Training Notebook

Deploy Model

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YOLOv4 Tiny vs. YOLOv3 PyTorch

Both

YOLOv4 Tiny

and

YOLOv3 PyTorch

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

YOLOv4 Tiny

and

YOLOv3 PyTorch

	YOLOv4 Tiny	YOLOv3 PyTorch
Date of Release	Nov 09, 2020	Apr 08, 2018
Model Type	Object Detection	Object Detection
Architecture	ResNet-D, YOLO	YOLO
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

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 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 YOLOv3 PyTorch