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2021rsipac_changedetection_top4

2021tianchi_rs

2021全国数字生态创新大赛-智能算法

air_pollutants_prediction_lstm

This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGBM and ARIMA

amazing-semantic-segmentation

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

ann

semantic segmentation，pytorch，non-local

attanet

AttaNet for real-time semantic segmentation.

attention

attention-1

some attention implements

attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

attention_unet

Raw implementation of attention gated U-Net by Keras

attentiongan

AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation

attentionresnet

Classification with backbone Resnet and attentions: SE-Channel Attention, BAM - (Spatial Attention, Channel Attention, Joint Attention), CBAM - (Spatial Attention, Channel Attention, Joint Attention)

attentionunet

Unet, ResUnet, DenseUnet, SE-ResUnet, Dual Attention ResUnet, Attention Gates ResUnet

auraloss

Collection of audio-focused loss functions in PyTorch

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

awesome-fast-attention

list of efficient attention modules

awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

awesome-vision-attentions

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

awesome-visual-transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

bcdu-net

BCDU-Net : Medical Image Segmentation

bcnet

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

bit_cd

Official Pytorch Implementation of "Remote Sensing Image Change Detection with Transformers"

brats

PyTorch & Keras implementation for BraTs (Brain Tumor Segmentation)

building-detection

semantic segmentation,DeepLab,U-Net,SCSENet,BAM,DenseASPP,Remote sensing,tensorflow2

buildingchangedetector

基于U-Net检测卫星图像上的新增建筑