Based on Dosovitskiy et al., 2020. Final project for DS4440: Practical Neural Networks, Fall 2020.
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Updated
Jan 8, 2021 - Python
Based on Dosovitskiy et al., 2020. Final project for DS4440: Practical Neural Networks, Fall 2020.
Implementation of CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification
3D Multi-person Pose Estimation in Multi-view Environment using 3D U-Net Transformer Networks
Implementations of transformers based models for different vision tasks
Library - Vanilla, ViT, DeiT, BERT, GPT
Implementation of vision transformer. ⭐⭐⭐
This repository hosts code for converting the original Vision Transformer models (JAX) to TensorFlow.
Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.
【AAAI 2022】Temporal Action Proposal Generation with Background Constraint
Implements different 2D object detection algorithms. Compares accuracies.
Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.
Official implementation for the paper "Deep ViT Features as Dense Visual Descriptors".
Code for the paper Cross Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection
code for our paper "Attention Distillation: self-supervised vision transformer students need more guidance" in BMVC 2022
Determine whether a given video sequence has been manipulated or synthetically generated
[ECCV 2022] "PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation"
[ICCV'21] [Tensorflow] Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers
Pytorch Implementation of bmvc 2022 paper "Beyong the CLS Token: Image Reranking using Pretrained Vision Transformers"
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