Datasets:
Initial release of G29-HumanDrive-CARLA-5Runs
Browse files- .gitignore +3 -0
- README.md +68 -0
- class_names.json +15 -0
- data/full-00000.parquet +3 -0
- data/full-00001.parquet +3 -0
- data/full-00002.parquet +3 -0
- data/full-00003.parquet +3 -0
- data/full-00004.parquet +3 -0
- data/full-00005.parquet +3 -0
- data/full-00006.parquet +3 -0
- data/full-00007.parquet +3 -0
- data/full-00008.parquet +3 -0
- data/full-00009.parquet +3 -0
- data/full-00010.parquet +3 -0
- data/full-00011.parquet +3 -0
- data/full-00012.parquet +3 -0
- data/full-00013.parquet +3 -0
- data/full-00014.parquet +3 -0
.gitignore
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labels_hf_master.csv
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scripts/
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data/dataset_burbuja/
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README.md
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---
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pretty_name: G29-HumanDrive-CARLA-5Runs
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task_categories:
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- image-segmentation
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- robotics
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- reinforcement-learning
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task_ids:
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- semantic-segmentation
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size_categories:
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- 10K<n<100K
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license: cc-by-4.0
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multilinguality: not-applicable
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annotations_creators:
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- machine-generated
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source_datasets:
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- original
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dataset_info:
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features:
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- name: rgb
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dtype: image
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- name: seg
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dtype: image
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- name: steer
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dtype: float32
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- name: throttle
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dtype: float32
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- name: brake
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dtype: float32
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- name: is_dagger
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dtype: int8
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- name: town
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dtype: string
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- name: run
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dtype: string
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- name: frame_id
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dtype: int32
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- name: timestamp_s
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dtype: float32
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---
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# G29-HumanDrive-CARLA-5Runs
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## Dataset Description
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This dataset contains **70,308 samples** collected in CARLA using a Logitech G29 steering wheel.
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It includes one representative run from each town:
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- runs_01 → Town01
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- runs_02 → Town03
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- runs_03 → Town04
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- runs_04 → Town05
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- runs_05 → Town07
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Each sample contains:
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- RGB image embedded in JPEG
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- semantic segmentation image embedded in PNG
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- steering command
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- throttle command
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- brake command
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- DAgger flag
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- town label
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- run identifier
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- frame identifier
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- timestamp in seconds
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The dataset preserves the original image resolution.
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class_names.json
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{
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"0": "None",
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"1": "Buildings",
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"2": "Fences",
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"3": "Other",
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"4": "Pedestrians",
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"5": "Poles",
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"6": "RoadLines",
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"7": "Roads",
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"8": "Sidewalks",
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"9": "Vegetation",
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"10": "Vehicles",
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"11": "Walls",
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"12": "TrafficSigns"
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}
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data/full-00000.parquet
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size 634445358
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data/full-00002.parquet
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data/full-00005.parquet
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