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- .gitattributes +0 -0
- dataset_info.json +948 -0
- features.json +297 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00000-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00001-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00002-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00003-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00004-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00005-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00006-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00007-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00008-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00009-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00010-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00011-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00012-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00013-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00014-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00015-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00016-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00017-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00018-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00019-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00020-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00021-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00022-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00023-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00024-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00025-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00026-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00027-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00028-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00029-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00030-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00031-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00032-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00033-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00034-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00035-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00036-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00037-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00038-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00039-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00040-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00041-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00042-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00043-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00044-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00045-of-00923 +3 -0
- stanford_robocook_converted_externally_to_rlds-train.tfrecord-00046-of-00923 +3 -0
.gitattributes
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dataset_info.json
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|
| 1 |
+
{
|
| 2 |
+
"citation": "@article{shi2023robocook,\n title={RoboCook: Long-Horizon Elasto-Plastic Object Manipulation with Diverse Tools},\n author={Shi, Haochen and Xu, Huazhe and Clarke, Samuel and Li, Yunzhu and Wu, Jiajun},\n journal={arXiv preprint arXiv:2306.14447},\n year={2023}\n}",
|
| 3 |
+
"description": "Franka preparing dumplings with various tools",
|
| 4 |
+
"fileFormat": "tfrecord",
|
| 5 |
+
"location": {
|
| 6 |
+
"urls": [
|
| 7 |
+
"https://hshi74.github.io/robocook/"
|
| 8 |
+
]
|
| 9 |
+
},
|
| 10 |
+
"moduleName": "tensorflow_datasets.robotics.rtx.rtx",
|
| 11 |
+
"name": "stanford_robocook_converted_externally_to_rlds",
|
| 12 |
+
"releaseNotes": {
|
| 13 |
+
"0.1.0": "Initial release."
|
| 14 |
+
},
|
| 15 |
+
"splits": [
|
| 16 |
+
{
|
| 17 |
+
"filepathTemplate": "{DATASET}-{SPLIT}.{FILEFORMAT}-{SHARD_X_OF_Y}",
|
| 18 |
+
"name": "train",
|
| 19 |
+
"numBytes": "133807555717",
|
| 20 |
+
"shardLengths": [
|
| 21 |
+
"3",
|
| 22 |
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|
| 23 |
+
"4",
|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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| 68 |
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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| 76 |
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"3",
|
| 853 |
+
"4",
|
| 854 |
+
"5",
|
| 855 |
+
"2",
|
| 856 |
+
"3",
|
| 857 |
+
"4",
|
| 858 |
+
"2",
|
| 859 |
+
"2",
|
| 860 |
+
"1",
|
| 861 |
+
"2",
|
| 862 |
+
"1",
|
| 863 |
+
"3",
|
| 864 |
+
"2",
|
| 865 |
+
"3",
|
| 866 |
+
"2",
|
| 867 |
+
"5",
|
| 868 |
+
"3",
|
| 869 |
+
"3",
|
| 870 |
+
"2",
|
| 871 |
+
"5",
|
| 872 |
+
"8",
|
| 873 |
+
"5",
|
| 874 |
+
"1",
|
| 875 |
+
"3",
|
| 876 |
+
"3",
|
| 877 |
+
"3",
|
| 878 |
+
"1",
|
| 879 |
+
"2",
|
| 880 |
+
"3",
|
| 881 |
+
"4",
|
| 882 |
+
"4",
|
| 883 |
+
"5",
|
| 884 |
+
"2",
|
| 885 |
+
"1",
|
| 886 |
+
"3",
|
| 887 |
+
"3",
|
| 888 |
+
"1",
|
| 889 |
+
"1",
|
| 890 |
+
"1",
|
| 891 |
+
"2",
|
| 892 |
+
"3",
|
| 893 |
+
"6",
|
| 894 |
+
"2",
|
| 895 |
+
"2",
|
| 896 |
+
"4",
|
| 897 |
+
"3",
|
| 898 |
+
"4",
|
| 899 |
+
"3",
|
| 900 |
+
"4",
|
| 901 |
+
"1",
|
| 902 |
+
"4",
|
| 903 |
+
"1",
|
| 904 |
+
"2",
|
| 905 |
+
"1",
|
| 906 |
+
"2",
|
| 907 |
+
"3",
|
| 908 |
+
"2",
|
| 909 |
+
"3",
|
| 910 |
+
"1",
|
| 911 |
+
"4",
|
| 912 |
+
"2",
|
| 913 |
+
"1",
|
| 914 |
+
"1",
|
| 915 |
+
"1",
|
| 916 |
+
"2",
|
| 917 |
+
"4",
|
| 918 |
+
"2",
|
| 919 |
+
"3",
|
| 920 |
+
"1",
|
| 921 |
+
"4",
|
| 922 |
+
"3",
|
| 923 |
+
"2",
|
| 924 |
+
"3",
|
| 925 |
+
"3",
|
| 926 |
+
"4",
|
| 927 |
+
"4",
|
| 928 |
+
"1",
|
| 929 |
+
"3",
|
| 930 |
+
"1",
|
| 931 |
+
"1",
|
| 932 |
+
"5",
|
| 933 |
+
"4",
|
| 934 |
+
"6",
|
| 935 |
+
"2",
|
| 936 |
+
"3",
|
| 937 |
+
"1",
|
| 938 |
+
"5",
|
| 939 |
+
"2",
|
| 940 |
+
"5",
|
| 941 |
+
"2",
|
| 942 |
+
"2",
|
| 943 |
+
"1"
|
| 944 |
+
]
|
| 945 |
+
}
|
| 946 |
+
],
|
| 947 |
+
"version": "0.1.0"
|
| 948 |
+
}
|
features.json
ADDED
|
@@ -0,0 +1,297 @@
|
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|
|
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|
|
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|
|
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|
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|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict",
|
| 3 |
+
"featuresDict": {
|
| 4 |
+
"features": {
|
| 5 |
+
"episode_metadata": {
|
| 6 |
+
"pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict",
|
| 7 |
+
"featuresDict": {
|
| 8 |
+
"features": {
|
| 9 |
+
"extrinsics_4": {
|
| 10 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 11 |
+
"tensor": {
|
| 12 |
+
"shape": {
|
| 13 |
+
"dimensions": [
|
| 14 |
+
"4",
|
| 15 |
+
"4"
|
| 16 |
+
]
|
| 17 |
+
},
|
| 18 |
+
"dtype": "float32",
|
| 19 |
+
"encoding": "none"
|
| 20 |
+
},
|
| 21 |
+
"description": "Camera 4 Extrinsic Matrix."
|
| 22 |
+
},
|
| 23 |
+
"extrinsics_2": {
|
| 24 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 25 |
+
"tensor": {
|
| 26 |
+
"shape": {
|
| 27 |
+
"dimensions": [
|
| 28 |
+
"4",
|
| 29 |
+
"4"
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
+
"dtype": "float32",
|
| 33 |
+
"encoding": "none"
|
| 34 |
+
},
|
| 35 |
+
"description": "Camera 2 Extrinsic Matrix."
|
| 36 |
+
},
|
| 37 |
+
"extrinsics_3": {
|
| 38 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 39 |
+
"tensor": {
|
| 40 |
+
"shape": {
|
| 41 |
+
"dimensions": [
|
| 42 |
+
"4",
|
| 43 |
+
"4"
|
| 44 |
+
]
|
| 45 |
+
},
|
| 46 |
+
"dtype": "float32",
|
| 47 |
+
"encoding": "none"
|
| 48 |
+
},
|
| 49 |
+
"description": "Camera 3 Extrinsic Matrix."
|
| 50 |
+
},
|
| 51 |
+
"extrinsics_1": {
|
| 52 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 53 |
+
"tensor": {
|
| 54 |
+
"shape": {
|
| 55 |
+
"dimensions": [
|
| 56 |
+
"4",
|
| 57 |
+
"4"
|
| 58 |
+
]
|
| 59 |
+
},
|
| 60 |
+
"dtype": "float32",
|
| 61 |
+
"encoding": "none"
|
| 62 |
+
},
|
| 63 |
+
"description": "Camera 1 Extrinsic Matrix."
|
| 64 |
+
},
|
| 65 |
+
"file_path": {
|
| 66 |
+
"pythonClassName": "tensorflow_datasets.core.features.text_feature.Text",
|
| 67 |
+
"text": {},
|
| 68 |
+
"description": "Path to the original data file."
|
| 69 |
+
}
|
| 70 |
+
}
|
| 71 |
+
}
|
| 72 |
+
},
|
| 73 |
+
"steps": {
|
| 74 |
+
"pythonClassName": "tensorflow_datasets.core.features.dataset_feature.Dataset",
|
| 75 |
+
"sequence": {
|
| 76 |
+
"feature": {
|
| 77 |
+
"pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict",
|
| 78 |
+
"featuresDict": {
|
| 79 |
+
"features": {
|
| 80 |
+
"reward": {
|
| 81 |
+
"pythonClassName": "tensorflow_datasets.core.features.scalar.Scalar",
|
| 82 |
+
"tensor": {
|
| 83 |
+
"shape": {},
|
| 84 |
+
"dtype": "float32",
|
| 85 |
+
"encoding": "none"
|
| 86 |
+
},
|
| 87 |
+
"description": "Reward if provided, 1 on final step for demos."
|
| 88 |
+
},
|
| 89 |
+
"is_last": {
|
| 90 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 91 |
+
"tensor": {
|
| 92 |
+
"shape": {},
|
| 93 |
+
"dtype": "bool",
|
| 94 |
+
"encoding": "none"
|
| 95 |
+
}
|
| 96 |
+
},
|
| 97 |
+
"language_instruction": {
|
| 98 |
+
"pythonClassName": "tensorflow_datasets.core.features.text_feature.Text",
|
| 99 |
+
"text": {},
|
| 100 |
+
"description": "Language Instruction."
|
| 101 |
+
},
|
| 102 |
+
"observation": {
|
| 103 |
+
"pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict",
|
| 104 |
+
"featuresDict": {
|
| 105 |
+
"features": {
|
| 106 |
+
"depth_2": {
|
| 107 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 108 |
+
"tensor": {
|
| 109 |
+
"shape": {
|
| 110 |
+
"dimensions": [
|
| 111 |
+
"256",
|
| 112 |
+
"256"
|
| 113 |
+
]
|
| 114 |
+
},
|
| 115 |
+
"dtype": "float32",
|
| 116 |
+
"encoding": "none"
|
| 117 |
+
},
|
| 118 |
+
"description": "Camera 2 Depth observation."
|
| 119 |
+
},
|
| 120 |
+
"image_1": {
|
| 121 |
+
"pythonClassName": "tensorflow_datasets.core.features.image_feature.Image",
|
| 122 |
+
"image": {
|
| 123 |
+
"shape": {
|
| 124 |
+
"dimensions": [
|
| 125 |
+
"256",
|
| 126 |
+
"256",
|
| 127 |
+
"3"
|
| 128 |
+
]
|
| 129 |
+
},
|
| 130 |
+
"dtype": "uint8",
|
| 131 |
+
"encodingFormat": "jpeg"
|
| 132 |
+
},
|
| 133 |
+
"description": "Camera 1 RGB observation."
|
| 134 |
+
},
|
| 135 |
+
"depth_1": {
|
| 136 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 137 |
+
"tensor": {
|
| 138 |
+
"shape": {
|
| 139 |
+
"dimensions": [
|
| 140 |
+
"256",
|
| 141 |
+
"256"
|
| 142 |
+
]
|
| 143 |
+
},
|
| 144 |
+
"dtype": "float32",
|
| 145 |
+
"encoding": "none"
|
| 146 |
+
},
|
| 147 |
+
"description": "Camera 1 Depth observation."
|
| 148 |
+
},
|
| 149 |
+
"state": {
|
| 150 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 151 |
+
"tensor": {
|
| 152 |
+
"shape": {
|
| 153 |
+
"dimensions": [
|
| 154 |
+
"7"
|
| 155 |
+
]
|
| 156 |
+
},
|
| 157 |
+
"dtype": "float32",
|
| 158 |
+
"encoding": "none"
|
| 159 |
+
},
|
| 160 |
+
"description": "Robot state, consists of [3x robot end-effector position, 3x robot end-effector euler angles, 1x gripper position]."
|
| 161 |
+
},
|
| 162 |
+
"depth_4": {
|
| 163 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 164 |
+
"tensor": {
|
| 165 |
+
"shape": {
|
| 166 |
+
"dimensions": [
|
| 167 |
+
"256",
|
| 168 |
+
"256"
|
| 169 |
+
]
|
| 170 |
+
},
|
| 171 |
+
"dtype": "float32",
|
| 172 |
+
"encoding": "none"
|
| 173 |
+
},
|
| 174 |
+
"description": "Camera 4 Depth observation."
|
| 175 |
+
},
|
| 176 |
+
"image_2": {
|
| 177 |
+
"pythonClassName": "tensorflow_datasets.core.features.image_feature.Image",
|
| 178 |
+
"image": {
|
| 179 |
+
"shape": {
|
| 180 |
+
"dimensions": [
|
| 181 |
+
"256",
|
| 182 |
+
"256",
|
| 183 |
+
"3"
|
| 184 |
+
]
|
| 185 |
+
},
|
| 186 |
+
"dtype": "uint8",
|
| 187 |
+
"encodingFormat": "jpeg"
|
| 188 |
+
},
|
| 189 |
+
"description": "Camera 2 RGB observation."
|
| 190 |
+
},
|
| 191 |
+
"image_4": {
|
| 192 |
+
"pythonClassName": "tensorflow_datasets.core.features.image_feature.Image",
|
| 193 |
+
"image": {
|
| 194 |
+
"shape": {
|
| 195 |
+
"dimensions": [
|
| 196 |
+
"256",
|
| 197 |
+
"256",
|
| 198 |
+
"3"
|
| 199 |
+
]
|
| 200 |
+
},
|
| 201 |
+
"dtype": "uint8",
|
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