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Merge branch 'master' of https://github.com/ScanNet/ScanNet
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BenchmarkScripts/README.md

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@@ -5,9 +5,9 @@ We provide scripts for evaluation of the tasks in the [ScanNet benchmark](http:/
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These scripts have been developed and tested with Python 2.7.
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## Evaluation Scripts
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The evaluation for both 2D and 3D semantic label and instance segmentation tasks are adapted from the [CityScapes evaluation](https://github.com/mcordts/cityscapesScripts), and provided in [2d_evaluation](2d_evaluation) and [3d_evaluation](3d_evaluation), respectively.
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The evaluation for both 2D and 3D semantic label and instance segmentation tasks are adapted from the [CityScapes evaluation](https://github.com/mcordts/cityscapesScripts), and provided in [2d_evaluation](2d_evaluation) and [3d_evaluation](3d_evaluation), respectively. The evaluation for the scene type classification task is provided in [scene_type_evaluation](scene_type_evaluation).
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Note that visualization and data preparation scripts depend on the ScanNet label mapping file `scannetv2-labels.combined.tsv` to convert labels into the NYUv2 40-label set, which we use for evaluation.
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Note that visualization and data preparation scripts for semantic instance and label prediction depend on the ScanNet label mapping file `scannetv2-labels.combined.tsv` to convert labels into the NYUv2 40-label set, which we use for evaluation.
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Please see the [benchmark evaluation documentation](http://kaldir.vc.in.tum.de/scannet_benchmark/documentation) for more information about evaluation data formats and label sets.
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* 3D:
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* [3d_helpers](3d_helpers) contains helper scripts for exporting a train scan into the 3D evaluation format for semantic instance and label segmentation.
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* `3d_helpers/visualize_labels_on_mesh` can be used to visualize semantic labels on a mesh (assumes NYUv2 40 labels).
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* Scene Types:
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* `scene_type_helpers/get_scene_type_for_scan` can be used to get the scene type id from the info `<scanId>.txt` file for a scan in the ScanNet release.

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