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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  dataset_info:
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  features:
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  - name: color
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  - split: train
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  path: data/train-*
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ language:
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+ - en
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+ license: cc0-1.0
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+ license_name: cc0-1.0
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+ license_link: https://creativecommons.org/publicdomain/zero/1.0/
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+ tags:
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+ - computer-vision
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+ - autonomous-driving
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+ - mars
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+ - semantic-segmentation
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+ - robotics
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+ - space
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+ annotations_creators:
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+ - crowdsourced
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+ - expert-generated
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+ language_creators:
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+ - found
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+ language_details: en-US
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+ pretty_name: 'BASEPROD: The Bardenas SemiDesert Planetary Rover Dataset'
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+ size_categories:
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+ - 10K<n<100K
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+ source_datasets:
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+ - original
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+ task_categories:
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+ - image-segmentation
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+ task_ids:
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+ - semantic-segmentation
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  dataset_info:
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  features:
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  - name: color
 
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  - split: train
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  path: data/train-*
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  ---
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+
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+ # BASEPROD: The Bardenas SemiDesert Planetary Rover Dataset
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+
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+ ## Dataset Summary
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+ BASEPROD is a planetary rover dataset collected in the Bardenas semi-desert in Spain, containing approximately 36,000 synchronized sets of RGB, depth, and thermal images from a Realsense camera and thermal sensor, plus 62,000 additional stereo pairs from a Bumblebee XB3 camera. The dataset was collected using the MaRTA rover (Martian Rover Testbed for Autonomy) developed by ESA, traversing approximately 1.7km of Mars-analog terrain.
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+
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+ This is merely a reupload of the existing dataset. For more information about the dataset and its creation, please refer to [ESA Robotics Datasets](https://roboshare.esa.int/datasets/index.php/baseprod/)
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+
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+ ## Supported Tasks
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+
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+ The dataset can be used for, among others:
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+ * Image Segmentation
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+ * Terrain Classification
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+ * Multi-modal Vision Analysis
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+
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+ ## Sensors
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+
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+ Realsense D435i RGB-D camera:
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+ * RGB resolution: 1280x720 pixels.
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+ * Depth resolution: 848x480 pixels.
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+ * Mounted in front center, tilted down 20°.
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+
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+ Optris PI 640i thermal camera:
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+ * Resolution: 640x480 pixels.
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+ * Mounted below Realsense camera.
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+
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+
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+ ## Data Structure
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+ * color: RGB images, PNG format (1280x720).
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+ * depth: Values in millimeters.
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+ * depth_16bit: 16-bit unsigned grayscale PNG (848x480).
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+ * thermal: PNG format (640x480) with absolute temperature values (10-50°C).
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+ * thermal_rgb: PNG format (640x480) with per-image normalization for enhanced local contrast.