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Resnet-32 vs. YOLOv4 Tiny

Resnet-32 vs. YOLOv4 Tiny

Both

ResNet 32

and

YOLOv4 Tiny

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

ResNet 32

and

YOLOv4 Tiny

.

	ResNet 32	YOLOv4 Tiny
Date of Release		Nov 09, 2020
Model Type	Classification	Object Detection
Architecture		ResNet-D, YOLO
GitHub Stars	2

ResNet 32

A fast, simple convolutional neural network that gets the job done for many tasks, including classification.

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

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

Learn more about ResNet 32

Learn more about YOLOv4 Tiny

Compare ResNet 32 to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOv4 Tiny to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

MobileNet V2 Classification

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