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38 search results found

Pytorch_geometric_temporal ⭐ 2,386

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Bigscity Libcity ⭐ 721

LibCity: An Open Library for Urban Spatial-temporal Data Mining

Zooming Slow Mo Cvpr 2020 ⭐ 687

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

Gstools ⭐ 485

GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more

tsl: a PyTorch library for processing spatiotemporal data.

CVPR2019 STEP: Spatio-Temporal Progressive Learning for Video Action Detection

Spateo Release ⭐ 135

Spatiotemporal modeling of spatial transcriptomics

Pytorch Psetae ⭐ 98

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

Vidvrd Helper ⭐ 91

To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper

Data Competitions ⭐ 90

Data competition experience and solutions

Video Clip Order Prediction ⭐ 85

Self-supervised Spatiotemporal Learning via Video Clip Order Prediction

Earth Observation Data Analysis Library

Pred Rnn ⭐ 76

PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs

St_dbscan ⭐ 73

ST-DBSCAN: Simple and effective tool for spatial-temporal clustering

Occlusions 4d ⭐ 66

Revealing Occlusions with 4D Neural Fields (CVPR 2022) - Official Implementation

Easystac ⭐ 54

A Python package for simple STAC queries

Visual Relation Grounding in Videos (ECCV'20, Spotlight)

[CVPR 2022] Official Pytorch Implementation for "Spatio-temporal Relation Modeling for Few-shot Action Recognition". SOTA Results for Few-shot Action Recognition

Stg Ncde ⭐ 45

"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022

Pytorch Implement of Urban Flow Magnifier (UrbanFM), KDD-19

Spatio Temporal Point Process Simulator ⭐ 35

A Spatio-temporal point process simulator.

[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks

Pi Consistency Activity Detection ⭐ 26

End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]

Deltadescriptors ⭐ 25

Delta Descriptors: Visual Localization via Visual Place Recognition (VPR) where places are described using a change-based spatio-temporal representation. (RA-L & IROS 2020)

Traffic Speed Prediction ⭐ 23

Using to predict the highway traffic speed

LoL Automated Video Analytics: Open-Source VoD Analytics Tool for League of Legends

R2plus1d C3d ⭐ 21

A PyTorch implementation of R2Plus1D and C3D based on CVPR 2017 paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition" and CVPR 2014 paper "Learning Spatiotemporal Features with 3D Convolutional Networks"

Mobility Engine, Open Source

Physics-informed deep super-resolution of spatiotemporal data

Convlstm Pytorch ⭐ 16

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities"

Neuralpci ⭐ 14

✨ [CVPR 2023] NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation

This repository contains the code implementation used in the paper "Locus: LiDAR-based Place Recognition using Spatiotemporal Higher-Order Pooling". Accepted for ICRA 2021.

Mprod_package ⭐ 11

Software implementation for tensor-tensor m-product

Pde Vae Pytorch ⭐ 11

PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning

Skeleton Graph ⭐ 10

Code for: "Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs", ICCV2021 Workshops

Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.

St_optics ⭐ 8

ST-OPTICS: Spatio-temporal clustering based on OPTICS

Reinforcement Learning Of Spatio Temporal Point Processes ⭐ 8

A general framework for learning spatio-temporal point processes via reinforcement learning

Spatio Temporal Textual Point Processes ⭐ 7

A method for event correlation detection based on Spatial-Temporal-Textual point process

Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023

Spatio Temporal Ensemble Deep Learning ⭐ 5

Ensemble of deep learning models using Spatio-temporal patterns in data

SpatioTemporal Features eXtractor: a tool for change detection on spatiotemporal phenomena

Spatio Temporal Ms Lesion Segmentation ⭐ 5

Code for the paper 'Spatio-temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation'

Ddpg Airsim Drone Obstacle Avoidance ⭐ 5

Using DDPG and ConvLSTM to control a drone to avoid obstacle in AirSim

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