nested-transformer
Vision Transformer
An implementation of a transformer-based vision model that aggregates local transformers on image blocks to improve accuracy and efficiency.
Nested Hierarchical Transformer https://arxiv.org/pdf/2105.12723.pdf
195 stars
8 watching
26 forks
Language: Jupyter Notebook
last commit: about 2 years agoLinked from 1 awesome list
imagenettransformervision
Related projects:
| Repository | Description | Stars |
|---|---|---|
| A PyTorch implementation of the Vision Transformer model for image recognition tasks. | 1,959 | |
| Compiles and shares 3D computer vision papers using transformer models | 409 | |
| A collection of resources and papers related to Transformer-based computer vision models and techniques. | 1,324 | |
| A vision transformer architecture that uses a novel attention mechanism to capture local-global interactions in images | 547 | |
| Provides pre-trained models and code for training vision transformers and mixers using JAX/Flax | 10,620 | |
| A deep learning framework for training vision transformers from scratch on image data. | 1,162 | |
| An implementation of Deep Vision Transformer models with modifications to improve performance by preventing attention collapse | 137 | |
| An implementation of Pyramid Vision Transformers for image classification, object detection, and semantic segmentation tasks | 1,745 | |
| An implementation of Reformer, an efficient Transformer model for natural language processing tasks. | 2,132 | |
| A vision-language model that uses a query transformer to encode images as visual tokens and allows flexible choice of the number of visual tokens. | 101 | |
| This project focuses on manipulating 3D views using deep learning techniques. | 6 | |
| An implementation of Spatial Transformer Networks in TensorFlow for learning to apply transformations to images via classification tasks. | 36 | |
| An image generator that applies various transformations and styles to images | 45 | |
| An implementation of deep neural network architectures, including Transformers, in Python. | 214 | |
| An implementation of deep learning transformer models in MATLAB | 209 |