CvT
Image classifier
An implementation of a new neural network architecture that combines the strengths of convolutional and transformer designs to improve performance on image classification tasks.
This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
555 stars
14 watching
121 forks
Language: Python
last commit: over 1 year ago
Linked from 1 awesome list
classificationcomputer-visioncvtdeep-learningimagenet
weiaicunzai/awesome-image-classificationRelated projects:
| Repository | Description | Stars |
|---|---|---|
 ibm/max-inception-resnet-v2 | An image classification model using a third-generation deep residual network. | 28 |
 lonl/cdbn | An implementation of a neural network architecture for image classification using convolutional and belief propagation techniques. | 35 |
| ibm/max-resnet-50 | An image classification model using the ResNet-50 architecture, trained on the ImageNet dataset. | 14 |
| ibm/max-image-segmenter | An image segmentation system that identifies objects in an image and assigns each pixel to a particular object. | 32 |
 cmsflash/beauty-net | Provides a basic framework for training deep learning models on image classification tasks using PyTorch | 187 |
 lucasjinreal/pytorch_image_classifier | An image classification system built using PyTorch, capable of fine-tuning on various models and datasets. | 113 |
 neuralix/google_evolution | A Python implementation of an exotic image classifier architecture inspired by Google's evolution of image classifiers | 53 |
 chenxi116/pnasnet.tf | An implementation of PNASNet-5 architecture in TensorFlow for image classification on ImageNet. | 102 |
 hrnet/hrnet-image-classification | This project provides a Python implementation of high-resolution networks for image classification on ImageNet. | 968 |
 matlab-deep-learning/convmixer-patches-are-all-you-need | Demonstrates how to implement and train a ConvMixer architecture for image classification in MATLAB | 6 |
 whai362/pvt | An implementation of Pyramid Vision Transformers for image classification, object detection, and semantic segmentation tasks | 1,728 |
 felixgwu/img_classification_pk_pytorch | A PyTorch project for comparing image classification models and facilitating quick experiment setup | 365 |
 dirtyharrylyl/transformer-in-vision | A collection of resources and papers related to Transformer-based computer vision models and techniques. | 1,319 |
 imageomics/bioclip | A deep learning framework trained on a large biological image dataset to learn taxonomic labels and classify images. | 164 |
 ethanhe42/u-net | A convolutional neural network architecture for biomedical image segmentation | 426 |