An implementation from scratch in PyTorch of the vision transformer architecture from the paper "An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale". The architecture was then trained (for testing purposes) on the following dataset[https://www.kaggle.com/datasets/mahmoudreda55/satellite-image-classification]. In order to make up for the small dataset, DataAugmentation (more specifically the AugMix algorithm) was used in the training phase.
-
Notifications
You must be signed in to change notification settings - Fork 0
eyess-glitch/Vision-transformer
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Folders and files
| Name | Name | Last commit message | Last commit date | |
|---|---|---|---|---|
Repository files navigation
About
An implementation from scratch in PyTorch of the vision transformer architecture from the paper "An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale".
Topics
Resources
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published