Faster R-CNN vs. Resnet-32: Compared and Contrasted

Models

Faster R-CNN

One of the most accurate object detection algorithms but requires a lot of power at inference time. A good choice if you can do processing asynchronously on a server.

Learn more about Faster R-CNN

ResNet 32

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

Learn more about ResNet 32

Model Type

Object Detection

Classification

Model Features

Item 1 Info

Item 2 Info

Architecture

Frameworks

TensorFlow 1.5

Fast.ai v2

Annotation Format

Instance Segmentation

GitHub

View Repo

GitHub Stars

7.5k+

32+

License

MIT

Paper

Training Notebook

Deploy Model

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Faster R-CNN vs. Resnet-32

Both

Faster R-CNN

and

ResNet 32

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

Faster R-CNN

and

ResNet 32

	Faster R-CNN	ResNet 32
Date of Release
Model Type	Object Detection	Classification
Architecture
GitHub Stars	7500	35

Faster R-CNN

One of the most accurate object detection algorithms but requires a lot of power at inference time. A good choice if you can do processing asynchronously on a server.

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