Chenxiao Zhang's repositories
A-deeply-supervised-image-fusion-network-for-change-detection-in-remote-sensing-images
Official implement of Paper:A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sening images
pytorch-segmentation
:art: Semantic segmentation models, datasets and losses implemented in PyTorch.
DeepLearning-500-questions
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06
segformer-pytorch
Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch
AI4RS
This repository includes codes on AI for Remote Sensing
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
awesome-remote-sensing-change-detection
List of datasets, codes, and contests related to remote sensing change detection
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
ChangeFormer
Official PyTorch implementation of our IGARSS'22 paper: A Transformer-Based Siamese Network for Change Detection
DANN_py3
python 3 pytorch implementation of DANN
CIA
Change Instance Augmentation
deep-q-learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Heterogeneous_CD
This repository contains the software developed for the project of Heterogeneous Change Detection in Remote Sensing Images.
keras-applications
Reference implementations of popular deep learning models.
keras-transformer
Transformer implemented in Keras
label-maker
Data Preparation for Satellite Machine Learning
neural-structured-learning
Training neural models with structured signals.
PlantDoc-Dataset
Dataset used in "PlantDoc: A Dataset for Visual Plant Disease Detection" accepted in CODS-COMAD 2020
PlantVillage-Dataset
Dataset of diseased plant leaf images and corresponding labels
pytorch-inpainting-with-partial-conv
Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]
RN
Region Normalization for Image Inpainting, accepted by AAAI-2020
TPN-pytorch
Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.
TransDepth
Code for Transformers Solve Limited Receptive Field for Monocular Depth Prediction
transformer-tensorflow
Implementation of Transformer Model in Tensorflow
Transformer_Relative_Position_PyTorch
Implement the paper "Self-Attention with Relative Position Representations"
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
vision
Datasets, Transforms and Models specific to Computer Vision