lixin2002cn

lixin2002cn's Stars

• BigHairyYak/SRI-2019-AIS-Anomaly-Detection

  A machine learning approach to detecting anomalies in AIS data.

  Language:Python61

• marthadais/AISclassification

  A geometric-driven semi-supervised approach for fishing activity detection from AIS data.

  Language:Jupyter Notebook131

• sansastra/Anomaly-Detection

  Detecting automatic identification system (AIS) on-off switching anomalies, unusual turn detection, and deviation of trajectories of vessels.

  Language:Python256

• ameraner/dsen2-cr

  DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.

  Language:Python14129

• CIA-Oceanix/GeoTrackNet

  A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection

  Language:Python12347

• ABDULSABOOR1995/Vessel-s-Anomaly-Behaviour-Detection

  Vessel traffic data, or Automatic Identification System (AIS) data, are collected by the U.S. Coast Guard through an onboard navigation safety device that transmits and monitors the location and characteristics of large vessels in U.S. and international waters in real time. The data can also be used for a variety of coastal planning purposes.

  Language:Jupyter Notebook2312

• marthadais/MovementAnalysis

  An analysis of the behavior of fishing vessels in order to detect patterns and outliers/anomalies.

  Language:Python91

• owwr/AIS-Anomaly-Detection

  Language:Python33

• aalling93/Deep_learning_anomaly_detection

  Deep learning anomaly detection on spatio-temporal AIS data by combining a multi-headed self-attention structure with bidirectional long short term memory(BLSTM) into a Variational Autoencoder (VAE).

  Language:Python93

• Team-Storm/anomalousAIS

  Project to detect anomaly in current ship trajectory based on historical data.

  Language:OpenEdge ABL87

• PAIR-code/lit

  The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

  Language:TypeScript3.5k357

• csinva/imodels

  Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

  Language:Jupyter Notebook1.4k125

• SelfExplainML/PiML-Toolbox

  PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics

  Language:Jupyter Notebook1.2k124

• jphall663/interpretable_machine_learning_with_python

  Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

  Language:Jupyter Notebook672207

• MingchaoZhu/InterpretableMLBook

  《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

  4.9k692

• cwoop92/Underwater-image-enhancement-using-adaptive-standardization-and-normalization-networks

  Language:Python51

• rosehemans/Ship-Anomaly-Detection

  Deep learning CNN image classification model and research paper for ship AIS dataset using Python to optimize existing anomaly detection research methods

  Language:Jupyter Notebook4

• chenzomi12/AISystem

  AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

  Language:Jupyter Notebook11.5k1.7k

• KristofferOlesen/Datasets-of-AIS-Trajectories-from-Danish-Waters

  Public filtered data sets of AIS Trajectories from Danish Waters. Data sets vary in ROI size, time period, included ship types ect. Some data sets may be annotated with abnormal behavior.

  Language:Jupyter Notebook8

• yongkyung-oh/Bayesian_Bootstrap_for_AIS

  Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors From AIS Data in Maritime Logistics

  Language:Jupyter Notebook4

• AlanLi1997/slim-neck-by-gsconv

  Pytorch implementation of the 'Slim-neck by GSConv: a lightweight-design for real-time detector architectures'

  Language:Python20112

• dvlab-research/ControlNeXt

  Controllable video and image Generation, SVD, Animate Anyone, ControlNet, ControlNeXt, LoRA

  Language:Python1.4k70

• ChaoXiao12/Moving-object-detection-DSFNet

  moving object detection for satellite videos.

  Language:Python8813

• dennybritz/reinforcement-learning

  Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

  Language:Jupyter Notebook20.7k6.1k

• kaixindelele/ChatPaper

  Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

  Language:Python18.6k1.9k

• XpastaX/ConFEDE

  Language:Python567

• ucasligang/awesome-MIM

  Reading list for research topics in Masked Image Modeling

  33331

• 3587jjh/PCSR

  Accelerating Image Super-Resolution Networks with Pixel-Level Classification (ECCV 2024)

  Language:Python512

• SpaceNetChallenge/SAR-RGB-DataFusion

  A small codebase featuring a few elementary methods for SAR and Optical imagery data fusion

  Language:Jupyter Notebook258

• datawhalechina/wow-fullstack

  wow-fullstack，令人惊叹的全栈开发教程

  Language:Jupyter Notebook13436