GSDT

Official PyTorch implementation of "Joint Object Detection and Multi-Object Tracking with Graph Neural Networks"

Stars

447

Forks

70

Language

Python

Last Updated

May 05, 2023

Similar Repos
Repo Language Stars Description Updated At
Python 13 Distributed PyTorch implementation of multi-headed graph convolutional neural networks Apr 13, 2023
Python 57 Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020] Aug 14, 2022
Python 2149 Joint Detection and Embedding for fast multi-object tracking Sep 20, 2022
None 2 Joint Detection and Embedding for fast multi-object tracking Feb 24, 2020
None 2 Joint Detection and Embedding for fast multi-object tracking Feb 17, 2023
Jupyter Notebook 4 Joint Deep Neural Networks for Simultaneous Object and Depth Detection Feb 15, 2023
Jupyter Notebook 120 Implementation of "Overlapping Community Detection with Graph Neural Networks" Apr 09, 2023
Python 50 official PyTorch implementation of paper "Continual Meta-Learning with Bayesian Graph Neural Networks" (AAAI2020) Feb 21, 2023
None 20 3D Multi-Object Tracking Using Graph Neural Networks with Cross-Edge Modality Attention. http://batch3dmot.cs.uni-freiburg.de Jul 18, 2022
Python 47 Official PyTorch implementation of Hyperbolic Neural Networks++ Apr 26, 2023
Python 71 Joint Multi-Object Detection and Tracking with Camera-LiDAR Fusion for Autonomous Driving May 31, 2023
Python 12 Charged particle tracking with graph neural networks Apr 24, 2023
Python 29 Official PyTorch implementation of "Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks" Mar 04, 2024
None 3 Implementation of MeMOT - Multi-Object Tracking with Memory - in Pytorch Jul 07, 2022
Matlab 18 Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks Jul 12, 2021
Python 2 Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks Nov 02, 2018
Python 40 Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch) Apr 27, 2023
Python 10 [SDM22] PyTorch implementation for "Neural Graph Matching for Pre-training Graph Neural Networks". Jun 29, 2022
Python 10 Official Pytorch implementation of IJCAI'21 paper "GraphMI: Extracting Private Graph Data from Graph Neural Networks" Mar 16, 2023
Python 1571 Object Detection and Multi-Object Tracking Sep 13, 2022
None 14 Training of object detection networks with PyTorch May 25, 2022
None 2 Official PyTorch Implementation of "Metropolis-Hastings Data Augmentation for Graph Neural Networks". NeurIPS 2021. Apr 01, 2024
Python 7 Multi-Object Tracking by Detection Mar 15, 2022
Python 6 Official implementation of "Non-Local Graph Neural Networks" [TPAMI] Jul 31, 2022
Python 33 [WACV-2023] Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker Nov 27, 2022
Python 625 Official implementation of Joint Monocular 3D Vehicle Detection and Tracking (ICCV 2019) May 12, 2023
None 2 Official implementation of Joint Monocular 3D Vehicle Detection and Tracking (ICCV 2019) Dec 06, 2020
Python 23 A PyTorch implementation of various Graph Neural Networks (GNNs) for graph classification Jun 29, 2022
Python 96 Variational Graph Recurrent Neural Networks - PyTorch May 02, 2023
Jupyter Notebook 2 Improving Multi-Label Classification with Graph Neural Networks May 04, 2023
Python 316 Official PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking" (CVPR 2020 Oral). Oct 15, 2022
Python 227 Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch Aug 05, 2022
C++ 18 PyTorch implementation of "Scalable Graph Neural Networks via Bidirectional Propagation" Jul 21, 2022
Python 15 Multi-State RNA Design with Geometric Multi-Graph Neural Networks May 26, 2023
Python 54 Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks". May 04, 2023
Jupyter Notebook 54 Official code of "Towards Multi-Grained Explainability for Graph Neural Networks" (NeurIPS 2021) + Pytorch Implementation … Apr 26, 2023
Python 21 Multi-Object-Tracking for garbage detection May 05, 2023
Python 13 Official PyTorch implementation for the following KDD2022 paper: Variational Inference for Training Graph Neural Networks … Apr 21, 2023
Python 4 Variational Neural Networks Pytorch implementation Mar 11, 2023
Python 4 Pytorch implementation of "Very Deep Graph Neural Networks via Noise Regularisation" Aug 09, 2022
Python 1229 PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019. Aug 09, 2022
Jupyter Notebook 207 🟣 Object detection of abstract shapes with neural networks Apr 13, 2023
None 2 Implementation of Graph feature pyramide networks with pytorch Feb 25, 2022
Python 11 Framework for training object detection neural networks. Apr 11, 2021
Python 32 The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks" Apr 19, 2023
Python 42 A Pytorch implementation of CVPR 2020 paper: Multi-Modal Graph Neural Network for Joint Reasoning on … Mar 20, 2023
Python 8 An introduction to graph convolutional neural networks with PyTorch Geometric May 19, 2022
Python 18 PyTorch implementation of Graph Attention Networks Jan 09, 2023
Python 50 A Complete PyTorch 1.0 Implementation of Gated Graph Sequence Neural Networks (GGNN) Mar 03, 2023
Python 18 A PyTorch implementation of "Backdoor Attacks to Graph Neural Networks" (SACMAT'21) Mar 22, 2023