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nuScenes Dataset for Autonomous Driving
The nuScenes dataset is a large-scale dataset for autonomous driving, containing 100,000 scenes with 10 Hz sampling frequency. -
Apolloscape Dataset for Autonomous Driving
The Apolloscape dataset is a large-scale dataset for autonomous driving, containing 75 scenarios with 10 Hz sampling frequency. -
Trajnet++ Benchmark
The Trajnet++ benchmark provides a fixed data split and unified pre-processing for these datasets. -
Trajectory Prediction
Trajectory prediction is a crucial task for the safe operation of an autonomous vehicle. The task is known as human trajectory prediction and aims to predict the future... -
Certified Human Trajectory Prediction
Trajectory prediction plays an essential role in autonomous vehicles. While numerous strategies have been developed to enhance the robustness of trajectory prediction models,... -
ETH and UCY datasets
The ETH and UCY datasets consist of various motions of 1,536 pedestrians across five unique scenes: ETH, Hotel, Univ, Zara1 and Zara2. They are recorded in crowded scenes.