rainfalj's repositories
awesome-game-ai
Awesome Game AI materials of Multi-Agent Reinforcement Learning
awesome-remote-sensing-change-detection
List of datasets, codes, papers, 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_Underwater_Datasets
Pointers to large-scale underwater datasets and relevant resources.
Change-Detection-Review
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
competition-baseline
数据科学竞赛各种baseline代码、思路分享
COSNet
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)
cutmix-semisup-seg
Semi-supervised semantic segmentation needs strong, varied perturbations
Cylinder3D
Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)
data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.
DeepClustering
Methods and Implements of Deep Clustering
GRM
Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation
HRFormer
This is an official implementation of the High-Resolution Transformer for Dense Prediction.
InfoPro-Pytorch
Learning recognition/segmentation models without end-to-end training. 40%-60% less GPU memory footprint. Same training time. Better performance.
Mathematics
数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合
NSFC-application-template-latex
国家自然科学基金申请书正文（面上项目）LaTeX 模板（非官方）
ocr-pytorch
Object-Contextual Representations for Semantic Segmentation in PyTorch
once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
pyod
(JMLR'19) A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
PyTorch_Semantic_Segmentation
Implement some models of RGB/RGBD semantic segmentation in PyTorch, easy to run. Such as FCN, RefineNet, PSPNet, RDFNet, 3DGNN, PointNet, DeepLab V3, DeepLab V3 plus, DenseASPP, FastFCN
robust_matching_network_on_remote_sensing_imagery_pytorch
A Robust Matching Network for Gradually Estimating Geometric Transformation on Remote Sensing Imagery
SegSort
SegSort: Segmentation by Discriminative Sorting of Segments
SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
Time-Series-Library
A Library for Advanced Deep Time Series Models.