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README.md
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@@ -29,11 +29,37 @@ Dataset of tactile images collected over grasping common objects labelled with t
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Dataset Format
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In the OBJECT_NAME folder, metadata for each object is provided in a .json file, including the object's shape, material, Young's modulus, and Shore hardness.
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In the AUGMENTATION_NUMBER folder, data is provided in .pkl files. You will find the following named conventions...
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- Tactile RGB images (without markers): RGB.pkl
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Dataset Format
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Each object is grasped a number of times, and each of these grasps is downsampled to 3 frames and shifted to create different data augmentations of the same grasp. Collected data is split into folders according to the following structure...
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```
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gelsight_youngs_modulus_dataset
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βββ {object_name}
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βββ metadata.json
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βββ grasp={grasp_number}
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βββ augmentation={grasp_number}
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βββ RGB.pkl
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βββ RGB_markers.pkl
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βββ depth.pkl
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βββ depth_markers.pkl
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βββ forces.pkl
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βββ widths.pkl
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βββ elastic_estimate.pkl
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βββ hertz_estimata.pkl
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```
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In the OBJECT_NAME folder, metadata for each object is provided in a .json file, including the object's shape, material, Young's modulus, and Shore hardness.
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```
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metadata = {
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'object_name': {object_name}, # [str]
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'youngs_modulus': 0.0, # [Pa]
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'material': '', # [str]
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'shape': '', # [str]
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'shore_00_hardness': None, # [/]
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'shore_A_hardness': None, # [/]
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'shore_D_hardness': None, # [/]
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'used_in_training': True # [bool]
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}
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```
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In the AUGMENTATION_NUMBER folder, data is provided in .pkl files. You will find the following named conventions...
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- Tactile RGB images (without markers): RGB.pkl
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