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  1. .gitattributes +0 -1
  2. README.md +13 -30
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.gitattributes CHANGED
@@ -62,4 +62,3 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.rad filter=lfs diff=lfs merge=lfs -text
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  *.ply filter=lfs diff=lfs merge=lfs -text
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  *.rrhd filter=lfs diff=lfs merge=lfs -text
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- *.fbx filter=lfs diff=lfs merge=lfs -text
 
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README.md CHANGED
@@ -38,15 +38,6 @@ tags:
38
 
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  # Hard Intersection Multimodal Samples
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-
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- ## Release Notes
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- |Release|Description|
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- |-|-|
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- |v1.0.0|Initial public release.|
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- |v1.1.0|Added Unreal Engine assets.<br>Fixed issues in the OpenDRIVE map data.<br>Updated the README to improve documentation and usability.|
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- |v1.2.0|Added OpenCRG road surface elevation data.<br>Updated 3DGS reconstruction assets.<br>Updated the README to document OpenCRG support.<br>|
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-
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-
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  ## Dataset Summary
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  Hard Intersection Multimodal Samples is a curated multimodal dataset of accident-prone urban intersection in Japan for autonomous driving research and development.
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  It provides multi-camera images, trajectory, HD maps, semantic annotations, point cloud data, and 3DGS assets.
@@ -74,7 +65,7 @@ The current release include the following intersection:
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  - Six synchronized camera views
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  - Two synchronized camera views
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  - Trajectory data
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- - HD maps (OpenDRIVE+OpenCRG/RoadRunner/Lanelet2/Vissim/Unreal Engine)
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  - Semantic annotations
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  - point cloud data
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  - 3DGS reconstruction assets
@@ -89,7 +80,7 @@ The current release include the following intersection:
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  - semantic projection domain
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  - reconstruction domain
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  - 360-degree coverage with six cameras
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- - Developer-friendly formats: OpenDRIVE+OpenCRG/RoadRunner/Lanelet2/Vissim/Unreal Engine
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  - LAS point clouds
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  ---
@@ -102,7 +93,7 @@ The current release include the following intersection:
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  - Trajectory data
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  #### Derived assets
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- - HD maps (OpenDRIVE+OpenCRG/RoadRunner/Lanelet2/Vissim/Unreal Engine)
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  - Semantic image labels
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  - Semantic point clouds with labels
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  - 3DGS reconstruction assets
@@ -133,24 +124,11 @@ The current release include the following intersection:
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  ---
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  ### HD Map Formats
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  ![hdmap](assets/lanelet2.png)
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-
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  The HD map is provided in the format shown below.
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  - **OpenDRIVE(Ver1.4/1.6/1.8)**
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- - **OpenDRIVE(Ver1.4/1.6/1.8) + OpenCRG**
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  - **RoadRunner HD Map**
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  - **Lanelet2**
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  - **Vissim**
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- - **Unreal Engine**
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-
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- ---
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-
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- ### OpenCRG
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-
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- OpenCRG road surface elevation data is provided.
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-
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- The data contains road surface height information (z(u,v)) derived from high-precision MMS measurements and can be used together with OpenDRIVE.
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-
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- ![opencrg](assets/opencrg.png)
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  ---
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@@ -223,9 +201,6 @@ The data contains road surface height information (z(u,v)) derived from high-pre
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  - System Scale: Scaled beyond single objects to cover large-scale road networks through an integrated image and point cloud pipeline. Furthermore, when paired with our HDMap data, it functions as a "Metric 3DGS" capable of precise real-world physical dimensions and positioning.
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  ![3dgs](assets/3dgs.png)
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-
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- By generating 3DGS assets, it is possible to create videos or images by providing trajectories, such as a [straight path](https://youtu.be/wLVq0r28MmQ) or a [right-turn path](https://youtu.be/ZNdhgmF8uLI).
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-
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  [Please refer to the following viewer for 3DGS assets.](https://huggingface.co/spaces/dynamic-maps/hard-intersection-3dgs-sample)
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  ---
@@ -240,9 +215,7 @@ Dataset
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  ├─maps
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  │ ├─lanelet2
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  │ ├─opendrive
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- │ │ └─opencrg
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  │ ├─roadrunnerhdmap
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- │ ├─unrealengine
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  │ └─vissim
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  │ └─images
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  ├─pointcloud
@@ -307,6 +280,11 @@ This dataset was generated using several open-source models and libraries. We gr
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  License: Apache License 2.0
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  https://github.com/IDEA-Research/GroundingDINO
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  - **ViTMatte**
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  Yao et al., HUST Vision Lab, Information Fusion 2024
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  License: Apache License 2.0
@@ -318,6 +296,11 @@ This dataset was generated using several open-source models and libraries. We gr
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  License: Apache License 2.0
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  https://huggingface.co/IDEA-Research/grounding-dino-base
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  - **ViTMatte Base (Distinctions-646)**
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  HUST Vision Lab
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  License: Apache License 2.0
 
38
 
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  # Hard Intersection Multimodal Samples
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41
  ## Dataset Summary
42
  Hard Intersection Multimodal Samples is a curated multimodal dataset of accident-prone urban intersection in Japan for autonomous driving research and development.
43
  It provides multi-camera images, trajectory, HD maps, semantic annotations, point cloud data, and 3DGS assets.
 
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  - Six synchronized camera views
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  - Two synchronized camera views
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  - Trajectory data
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+ - HD maps (OpenDRIVE/RoadRunner/Lanelet2/Vissim)
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  - Semantic annotations
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  - point cloud data
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  - 3DGS reconstruction assets
 
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  - semantic projection domain
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  - reconstruction domain
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  - 360-degree coverage with six cameras
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+ - Developer-friendly formats: OpenDRIVE/RoadRunner/Lanelet2/Vissim
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  - LAS point clouds
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  ---
 
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  - Trajectory data
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  #### Derived assets
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+ - HD maps (OpenDRIVE/RoadRunner/Lanelet2/Vissim)
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  - Semantic image labels
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  - Semantic point clouds with labels
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  - 3DGS reconstruction assets
 
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  ---
125
  ### HD Map Formats
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  ![hdmap](assets/lanelet2.png)
 
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  The HD map is provided in the format shown below.
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  - **OpenDRIVE(Ver1.4/1.6/1.8)**
 
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  - **RoadRunner HD Map**
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  - **Lanelet2**
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  - **Vissim**
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  - System Scale: Scaled beyond single objects to cover large-scale road networks through an integrated image and point cloud pipeline. Furthermore, when paired with our HDMap data, it functions as a "Metric 3DGS" capable of precise real-world physical dimensions and positioning.
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  ![3dgs](assets/3dgs.png)
 
 
 
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  [Please refer to the following viewer for 3DGS assets.](https://huggingface.co/spaces/dynamic-maps/hard-intersection-3dgs-sample)
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  ---
 
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  ├─maps
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  │ ├─lanelet2
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  │ ├─opendrive
 
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  │ ├─roadrunnerhdmap
 
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  │ └─vissim
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  │ └─images
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  ├─pointcloud
 
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  License: Apache License 2.0
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  https://github.com/IDEA-Research/GroundingDINO
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+ - **OneFormer**
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+ Jain et al., SHI-Labs, CVPR 2023
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+ License: MIT License
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+ https://github.com/SHI-Labs/OneFormer
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+
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  - **ViTMatte**
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  Yao et al., HUST Vision Lab, Information Fusion 2024
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  License: Apache License 2.0
 
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  License: Apache License 2.0
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  https://huggingface.co/IDEA-Research/grounding-dino-base
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+ - **OneFormer Cityscapes Swin-L**
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+ SHI-Labs
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+ License: MIT License
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+ https://huggingface.co/shi-labs/oneformer_cityscapes_swin_large
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+
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  - **ViTMatte Base (Distinctions-646)**
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  HUST Vision Lab
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  License: Apache License 2.0
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