- **URL**: https://huggingface.co/datasets/jeong2/avoid - **Dataset url**: http://vi.kaist.ac.kr/avoid/avoid.html - **Supplementary video link**: - **Dataset embargo**: We have our project page available, but the full dataset will be open by the end of September. - Since our dataset requires a large amount of storage (>500GB and >1TB with additional data), we expect it will take a couple months to setup a stable server. **Data composition / structure** ``` train / val / test ├──obstacle_weather_Town01_01_01 ├──|──obstacle_weather_Town01_01_01_route0_04_14_20_18_51 ├──|──|──depth: depth map ├──|──|──label_raw: class, extent, position, yaw, num_points, distance, speed, brake, id, ego_matrix ├──|──|──lidar: LiDAR data ├──|──|──lidar_sem: semantic annotations for LiDAR data ├──|──|──measurements: x, y, theta, speed, target_speed, x_command, y_command, command, waypoints, steer, throttle, brake, weather, junction, vehicle_hazard, light_hazard, walker_hazard, stop_sign_hazard, angle, ego_matrix, ├──|──|──rgb: RGB image (left) ├──|──|──rgb_bev: BEV RGB image ├──|──|──rgb_pair: paired RGB image (Right) ├──|──|──semantics: semantic annotations for RGB image (left) ├──|──|──semantics_bev: semantic annotations for BEV RGB image ├──|──|──topdown: encoded topdown view ``` --- ##License: The AVOID dataset is published under the *CC BY-NC-ND 4.0* License, and all codes are published under the *Apache 2.0* License. --- ## Acknowledgement To be updated ## Citation ``` @misc{ avoid, title={avoid}, author={}, year={2023}, url={} } ```