diff --git a/.gitattributes b/.gitattributes
index 28df5f900b358436f0267334b3e3e9af33f917ba..fcd12a9fb267f3f33096b83bda5082e60fc63667 100644
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diff --git a/dataset_info.json b/dataset_info.json
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--- /dev/null
+++ b/dataset_info.json
@@ -0,0 +1,1049 @@
+{
+  "citation": "@inproceedings{dasari2019robonet,\n    title={RoboNet: Large-Scale Multi-Robot Learning},\n    author={Sudeep Dasari and Frederik Ebert and Stephen Tian and Suraj Nair and Bernadette Bucher and Karl Schmeckpeper and Siddharth Singh and Sergey Levine and Chelsea Finn},\n    year={2019},\n    eprint={1910.11215},\n    archivePrefix={arXiv},\n    primaryClass={cs.RO},\n    booktitle={CoRL 2019: Volume 100 Proceedings of Machine Learning Research}\n}",
+  "description": "Diverse robots performing pseudo-random bin interactions",
+  "fileFormat": "tfrecord",
+  "location": {
+    "urls": [
+      "https://www.robonet.wiki/"
+    ]
+  },
+  "moduleName": "tensorflow_datasets.robotics.rtx.rtx",
+  "name": "robo_net",
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diff --git a/features.json b/features.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb42865034e3009faf045b3f3794ec05b76db49e
--- /dev/null
+++ b/features.json
@@ -0,0 +1,175 @@
+{
+    "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict",
+    "featuresDict": {
+        "features": {
+            "steps": {
+                "pythonClassName": "tensorflow_datasets.core.features.dataset_feature.Dataset",
+                "sequence": {
+                    "feature": {
+                        "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict",
+                        "featuresDict": {
+                            "features": {
+                                "observation": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict",
+                                    "featuresDict": {
+                                        "features": {
+                                            "image": {
+                                                "pythonClassName": "tensorflow_datasets.core.features.image_feature.Image",
+                                                "image": {
+                                                    "shape": {
+                                                        "dimensions": [
+                                                            "240",
+                                                            "320",
+                                                            "3"
+                                                        ]
+                                                    },
+                                                    "dtype": "uint8",
+                                                    "encodingFormat": "jpeg"
+                                                },
+                                                "description": "Main camera RGB observation."
+                                            },
+                                            "image1": {
+                                                "pythonClassName": "tensorflow_datasets.core.features.image_feature.Image",
+                                                "image": {
+                                                    "shape": {
+                                                        "dimensions": [
+                                                            "240",
+                                                            "320",
+                                                            "3"
+                                                        ]
+                                                    },
+                                                    "dtype": "uint8",
+                                                    "encodingFormat": "jpeg"
+                                                },
+                                                "description": "Main camera RGB observation."
+                                            },
+                                            "image2": {
+                                                "pythonClassName": "tensorflow_datasets.core.features.image_feature.Image",
+                                                "image": {
+                                                    "shape": {
+                                                        "dimensions": [
+                                                            "240",
+                                                            "320",
+                                                            "3"
+                                                        ]
+                                                    },
+                                                    "dtype": "uint8",
+                                                    "encodingFormat": "jpeg"
+                                                },
+                                                "description": "Main camera RGB observation."
+                                            },
+                                            "state": {
+                                                "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
+                                                "tensor": {
+                                                    "shape": {
+                                                        "dimensions": [
+                                                            "5"
+                                                        ]
+                                                    },
+                                                    "dtype": "float32",
+                                                    "encoding": "none"
+                                                },
+                                                "description": "Robot state, consists of eef position, wristorientation, and gripper state[e_x, e_y, e_z, theta, gripper]."
+                                            }
+                                        }
+                                    }
+                                },
+                                "reward": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.scalar.Scalar",
+                                    "tensor": {
+                                        "shape": {},
+                                        "dtype": "float32",
+                                        "encoding": "none"
+                                    },
+                                    "description": "Reward if provided, 0 for all random data."
+                                },
+                                "is_first": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
+                                    "tensor": {
+                                        "shape": {},
+                                        "dtype": "bool",
+                                        "encoding": "none"
+                                    }
+                                },
+                                "is_terminal": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
+                                    "tensor": {
+                                        "shape": {},
+                                        "dtype": "bool",
+                                        "encoding": "none"
+                                    }
+                                },
+                                "action": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
+                                    "tensor": {
+                                        "shape": {
+                                            "dimensions": [
+                                                "5"
+                                            ]
+                                        },
+                                        "dtype": "float32",
+                                        "encoding": "none"
+                                    },
+                                    "description": "Robot action, consists of [3x eef delta, 1x wrist rotation, 1x gripper width target]."
+                                },
+                                "discount": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.scalar.Scalar",
+                                    "tensor": {
+                                        "shape": {},
+                                        "dtype": "float32",
+                                        "encoding": "none"
+                                    },
+                                    "description": "Discount if provided, default to 1."
+                                },
+                                "language_embedding": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
+                                    "tensor": {
+                                        "shape": {
+                                            "dimensions": [
+                                                "512"
+                                            ]
+                                        },
+                                        "dtype": "float32",
+                                        "encoding": "none"
+                                    },
+                                    "description": "Kona language embedding. See https://tfhub.dev/google/universal-sentence-encoder-large/5"
+                                },
+                                "is_last": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
+                                    "tensor": {
+                                        "shape": {},
+                                        "dtype": "bool",
+                                        "encoding": "none"
+                                    }
+                                },
+                                "language_instruction": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.text_feature.Text",
+                                    "text": {},
+                                    "description": "Language Instruction."
+                                }
+                            }
+                        }
+                    },
+                    "length": "-1"
+                }
+            },
+            "episode_metadata": {
+                "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict",
+                "featuresDict": {
+                    "features": {
+                        "file_path": {
+                            "pythonClassName": "tensorflow_datasets.core.features.text_feature.Text",
+                            "text": {},
+                            "description": "Path to the original data file."
+                        },
+                        "robot": {
+                            "pythonClassName": "tensorflow_datasets.core.features.text_feature.Text",
+                            "text": {},
+                            "description": "Robot model used during data collection."
+                        }
+                    }
+                }
+            }
+        }
+    }
+}
\ No newline at end of file
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