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Search results for deep learning human trajectory prediction
deep-learning
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human-trajectory-prediction
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14 search results found
Awesome Interaction Aware Trajectory Prediction
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1,356
A selection of state-of-the-art research materials on trajectory prediction
Sgan
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760
Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
Trajectron Plus Plus
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484
Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann*, Boris Ivanovic*, Punarjay Chakravarty, and Marco Pavone (* denotes equal contribution).
Trajectron
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85
Code accompanying "The Trajectron: Probabilistic Multi-Agent Trajectory Modeling with Dynamic Spatiotemporal Graphs" by Boris Ivanovic and Marco Pavone.
S Attack
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85
[CVPR 2022] S-attack library. Official implementation of two papers "Vehicle trajectory prediction works, but not everywhere" and "Are socially-aware trajectory prediction models really socially-aware?".
Npsn
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65
Official Code for "Non-Probability Sampling Network for Stochastic Human Trajectory Prediction (CVPR 2022)"
Eigentrajectory
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54
Official Code for "EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting (ICCV 2023)"
Gpgraph
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50
Official Code for "Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction (ECCV 2022)"
Scit Mcmt Tracking
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17
[2023 CVPR Workshop] "Leveraging Future Trajectory Prediction for Multi-Camera People Tracking"
Dmrgcn
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10
Official Code for "Disentangled Multi-Relational Graph Convolutional Network for Pedestrian Trajectory Prediction (AAAI 2021)"
Social Transmotion
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7
[ICLR 2024] Official implementation of "Social-Transmotion: Promptable Human Trajectory Prediction" in PyTorch.
Graphtern
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6
Official Code for "A Set of Control Points Conditioned Pedestrian Trajectory Prediction (AAAI 2023)"
Mifwlstm
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6
Code for "Long-Term Pedestrian Trajectory Prediction Using Mutable Intention Filter and Warp LSTM", Huang et al., RA-L 2020
Gst
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6
Code for "Learning Sparse Interaction Graphs of Partially Detected Pedestrians for Trajectory Prediction", Huang et al., RA-L (ICRA 2022)
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