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@@ -34,7 +34,7 @@ The data is stored in the [objectron bucket](https://storage.googleapis.com/obje
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- The video sequences (located in `/videos/class/batch-i/j/video.MOV` files)
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- The annotation labels containing the 3D bounding boxes for objects. The annotation protobufs are located in `/videos/class/batch-i/j/geometry.pbdata` files. They are formatted using the [object.proto](https://github.com/google-research-datasets/Objectron/blob/master/objectron/schema/object.proto). See [example] on how to parse the annotation files.
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- AR metadata (such as camera poses, point clouds, and planar surfaces). They are based on [a_r_capture_metadata.proto](https://github.com/google-research-datasets/Objectron/blob/master/objectron/schema/a_r_capture_metadata.proto). See [example](https://github.com/google-research-datasets/Objectron/blob/master/notebooks/Parse%20Annotations.ipynb) on how to parse these files.
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- AR metadata (such as camera poses, point clouds, and planar surfaces). They are based on [a_r_capture_metadata.proto](https://github.com/google-research-datasets/Objectron/blob/master/objectron/schema/a_r_capture_metadata.proto). See [example](https://github.com/google-research-datasets/Objectron/blob/master/notebooks/objectron-geometry-tutorial.ipynb) on how to parse these files.
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- Processed dataset: sharded and shuffled `tf.records` of the annotated frames, in tf.example format and videos in `tf.SequenceExample` format. These are used for creating the input data pipeline to your models. These files are located in `/v1/records_shuffled/class/` and `/v1/sequences/class/`.
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- Supporting scripts to run evaluation based on the 3D IoU metric.
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- Supporting scripts to load the data into Tensorflow, Jax and Pytorch and visualize the dataset, including “Hello World” examples.
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- [Hello, World example: Loading examples in Tensorflow](https://github.com/google-research-datasets/Objectron/blob/master/notebooks/Hello%20World.ipynb)
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- [Loading data in PyTorch](https://github.com/google-research-datasets/Objectron/blob/master/notebooks/Objectron_Pytorch_tutorial.ipynb)
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- [Parsing raw annotation files](https://github.com/google-research-datasets/Objectron/blob/master/notebooks/Parse%20Annotations.ipynb)
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- [Parsing the AR metadata](https://github.com/google-research-datasets/Objectron/blob/master/notebooks/objectron-geometry-tutorial.ipynb)
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- [Evaluating the model performance with 3D IoU](https://github.com/google-research-datasets/Objectron/blob/master/notebooks/3D_IOU.ipynb)
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- [SequenceExample tutorial](https://github.com/google-research-datasets/Objectron/blob/master/notebooks/SequenceExamples.ipynb)
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