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Python 351 79 Updated Dec 16, 2024

[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

Python 1,854 327 Updated Nov 17, 2024

MONAI Tutorials

Jupyter Notebook 1,944 696 Updated Jan 7, 2025

AI Toolkit for Healthcare Imaging

Python 6,034 1,113 Updated Jan 15, 2025

采用vit实现图像分类

Python 19 2 Updated Aug 30, 2023

使用pytorch复现vit模型(图像分类)

Python 24 1 Updated May 9, 2022

The implementation of our ACM MM 2023 paper "AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning"

Python 88 2 Updated Aug 25, 2023

deep learning for image processing including classification and object-detection etc.

Python 23,836 8,071 Updated Jan 12, 2025

OpenMMLab Pre-training Toolbox and Benchmark

Python 3,532 1,070 Updated Nov 1, 2024

多模态情感分析——基于BERT+ResNet的多种融合方法

Python 253 28 Updated Nov 20, 2022

爱奇艺多模态人物识别比赛,排名第四

Python 69 27 Updated Nov 7, 2018

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

Python 5,522 939 Updated Nov 15, 2024
Python 42 1 Updated Mar 31, 2023

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Python 21,496 3,151 Updated Jan 4, 2025
Python 6 Updated Oct 30, 2024

Multimodal deep learning model for long-term cancer survival prediction

Jupyter Notebook 77 21 Updated Mar 1, 2022

[ACL'19] [PyTorch] Multimodal Transformer

Python 845 152 Updated Sep 12, 2022

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

Python 818 178 Updated Feb 23, 2023

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Python 14,201 2,089 Updated Jul 24, 2024

Multi-TransSP for MICCAI2022

Python 18 Updated Jun 20, 2022
Python 648 69 Updated Mar 4, 2024

[NeurIPS 2021] You Only Look at One Sequence

Jupyter Notebook 850 122 Updated May 4, 2022

End-to-End Object Detection with Transformers

Python 13,890 2,500 Updated Mar 12, 2024

[IEEE TIP 2022] Official implementation of MATR: Multimodal Medical Image Fusion via Multiscale Adaptive Transformer

Python 77 10 Updated Mar 16, 2024

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Python 14,490 1,659 Updated Jan 19, 2025

CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of Cancer

Jupyter Notebook 13 Updated Apr 23, 2023
Jupyter Notebook 34 16 Updated Feb 27, 2019
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