Image Segmentation
https://github.com/LeeJunHyun/Image_Segmentation 1.7k
Image Segmentation Similar Projects List
Global self attention network
77
A Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks. An implementation of Global Self-Attention Network, which proposes an all-attention vision backbone that achieves better results than convolutions with less parameters and compute.
Transformer in transformer
259
Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch
Attention module - Python
1.4k
Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"
STAM pytorch - Python
63
Implementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification. Implementation of STAM (Space Time Attention Model), yet another pure and simple SOTA attention model that bests all previous models in video classification. This corroborates the finding of TimeSformer. Attention is all we need.
Unet Segmentation Pytorch Nest of Unets - Python
975
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
EAN efficient attention network - Python
11
The implementation of paper ''Efficient Attention Network: Accelerate Attention by Searching Where to Plug''. . The implementation of paper ''Efficient Attention Network: Accelerate Attention by Searching Where to Plug'' [paper].
Halonet pytorch - Python
113
Implementation of the ? Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones. HaloNet - Pytorch Implementation of the Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones. This re
RETRO pytorch
32
RETRO - Pytorch (wip) Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch If you are interested, please join this Discord fo
Fast Pytorch - Jupyter Notebook
375
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
GUI IVOS - Python
3
Pytorch GUI(demo) implementation of CVPR2021 paper and ECCV2020 paper, "Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps" and"Interactive Video Object Segmentation Using Global and Local Transfer Modules". GUI for IVOS(interactive VOS) and GIS (Guided IVOS) GUI Implementation of CVPR2021 paper "Guided Interactive Video Object Segmentation Using Reliabili
Transformer MM Explainability - Jupyter Notebook
44
Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
Saint - Python
122
The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training
Long short transformer - Python
37
Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch
Fagan - Python
107
A variant of the Self Attention GAN named: FAGAN (Full Attention GAN)