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A Simple Plugin for Transforming Images to Arbitrary Scales

Inv3d Model ⭐ 12

Inference, training and evaluation code for our models from the paper "Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwarping" (ICDAR) 2023.

Transfusion Pose ⭐ 12

[BMVC2021] "TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation"

Text-DIAE: A Self-Supervised Degradation Invariant Autoencoders for Text Recognition and Document Enhancement - AAAI 2023

Icml 2023 Route Interpret Repeat ⭐ 12

Official repository of ICML 2023 paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat

Vicinity Vision Transformer ⭐ 12

[TPAMI 2023] This is an official implementation for "Vicinity Vision Transformer".

Multitrain ⭐ 11

Code and model for "Multi-dataset Training of Transformers for Robust Action Recognition", NeurIPS 2022 Spotlight

[ICML 2023] Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN

Awesome Unet Like Transformers ⭐ 11

Awesome UNet with Transformer

Object Depth Detection Based Hybrid Distance Estimator ⭐ 10

We use our VDEmodel. Our purpose is that predict the distance between car based on Deep-Learning.

Official Repository for the ICML 2023 paper "BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning"

[BMVC 2023] Mobile Vision Transformer-based Visual Object Tracking

Swindepth ⭐ 10

"SwinDepth: Unsupervised Depth Estimation using Monocular Sequences via Swin Transformer and Densely Cascaded Network" (ICRA 2023)

Mae_segmentation ⭐ 10

reproduction of semantic segmentation using masked autoencoder (mae)

Vision Transformer ⭐ 9

Tensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

[MICCAI ISIC Workshop 2023] AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets (an official implementation)

Image Masking for Robust Self-Supervised Monocular Depth Estimation, accepted at ICRA 2023

Code for "V1T: Large-scale mouse V1 response prediction using a Vision Transformer"

Building a real-time environment using webcam frame division in OpenCV and classify cropped images using a fine-tuned vision transformers on hybryd datasets samples for facial emotion recognition.

Gcab Cfdc ⭐ 8

Official Implementation of the paper "Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift Compensation"

Official repository for the paper "Salient Mask-Guided Vision Transformer for Fine-Grained Classification" (VISIGRAPP '23)

Rtdetr Pytorch ⭐ 8

This repository provides a PyTorch implementation of RT-DeTR, a state-of-the-art Realtime Detection Transformer for object detection tasks.

[NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions

Locally Sag Transformer ⭐ 8

Official Pytorch implementation of the paper: "Locally Shifted Attention With Early Global Integration"

Lung Sound Classification ⭐ 8

This project is about classifying respiratory sounds using Attention and Vision Transformer on ICBHI dataset..

Vit_pytorch ⭐ 7

A PyTorch Implementation of ViT (Vision Transformer)

Official implementation of Deeply Supervised Skin Lesions Diagnosis with Stage and Branch Attention

📳 From training and deployment of ViTs to development of real-time cross-platform mobile apps!

Contextvit ⭐ 7

Contextual Vision Transformers for Robust Representation Learning

Qtclassification ⭐ 7

A lightweight and extensible toolbox for image classification

Samb Transformeruda ⭐ 7

Semantic-adaptive Message Broadcasting for Transformer-based UDA

Gan Augmented Pet Classifier ⭐ 7

Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection - Paper Implementation and Supplementary Materials

Tokenlearner ⭐ 7

TensorFlow implementation of "TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?"

AICONSlab's DL benchmarking platform to OOD data in MRI

Open source implementation of "Vision Transformers Need Registers"

Vit Tf Hub Application ⭐ 6

Build and fine-tune your Image Classifier using a Vision Transformer Model from TensorFlow Hub

Official repository of the paper "KDFAS: Multi-Stage Knowledge Distillation Vision Transformer for Face Anti-Spoofing", accepted at PRCV 2023.

Vision_transformer_pytorch ⭐ 6

Simple Implementation of Vision Transformer (https://openreview.net/pdf?id=YicbFdNTTy)

Face To Bmi Vit ⭐ 6

Predict the Body Mass Index with one image of a human face, with state-of-the-art results.

(CVPR 2022) Automated Progressive Learning for Efficient Training of Vision Transformers

Transunetplus2 ⭐ 5

Here are the codes for the "TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping" paper.

Continual_learning_with_vit ⭐ 5

Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"

OAMixer: Object-aware Mixing Layer for Vision Transformers (CVPRW 2022)

Gsoc 22 Tensorflow Resources And Notebooks ⭐ 5

GSoC'22 @ TensorFlow Notebooks, Code and much more

Irpe Model Zoo ⭐ 5

The Model Zoo of the ICCV 2021 paper `Rethinking and Improving Relative Position Encoding for Vision Transformer`

Graph Transformer Psiml ⭐ 5

Transformer implemented with graph attention network layers from PyTorch Geometric

A simple implementation of a CLIP that splits up an image into quandrants and then gets the embeddings for each quandrant

Dagfed Chain ⭐ 5

Highly scalable multihierarchical sharded blockchain solution for federated learning

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