Resnet-32 vs. SegFormer

Both ResNet 32 and SegFormer are commonly used in computer vision projects. Below, we compare and contrast ResNet 32 and SegFormer.

Models

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

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.

Model Type

Classification

Semantic Segmentation

Model Features

Item 1 Info

Item 2 Info

Architecture

Transformers

Frameworks

Fast.ai v2

PyTorch

Annotation Format

Instance Segmentation

GitHub

GitHub Stars

32+

2.2k+

License

NVIDIA Source Code

Paper

Training Notebook

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