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+ ---
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+ license: mit
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+ task_categories:
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+ - question-answering
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+ language:
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+ - en
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+ tags:
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+ - code
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+ size_categories:
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+ - n<1K
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+ ---
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+ # Single-Obejct DriveLM Dataset
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+ > **Labels are provided**
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+
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+ ### Dataset Description
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+ This is the sub-dataset of DriveLM which only include single object in ego scenes
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+
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+ ## Uses
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+ For single traffic participant recgonition, segmentation, VQA subtasks of driving scenarios.
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+ ## Dataset Structure
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+ ```plaintext
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+ single_pedestrian
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+ ├── images
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+ └── labeled_pedestrian_data.json
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+
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+ single_vehicle
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+ ├── images
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+ └── labeled_vehicle_data.json
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+ ```
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+
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+ ### Labels Structure
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+ ```plaintext
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+ Pedestrian
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+ ├── token
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+ ├── image_path
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+ └── labeled_information
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+ ├── gender
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+ ├── age_group
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+ └── race
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+ ```
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+
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+ ```plaintext
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+ Vehicle
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+ ├── token
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+ ├── image_path
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+ └── labeled_information
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+ ├── type
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+ └── color
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+ ```
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+
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+ ### Original Dataset Sources
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+
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+ <!-- Provide the basic links for the dataset. -->
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+
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+ - **Repository:** https://github.com/OpenDriveLab/DriveLM]
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+ - **Paper [optional]:** [https://arxiv.org/abs/2312.14150]
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+
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+ ## Dataset Card Authors
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+ [Shenzhe Zhu](https://shenzhezhu.github.io/)