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Add Scannet1500 dataset #25

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Add Scannet1500 dataset #25

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Phil26AT
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@Phil26AT Phil26AT commented Oct 18, 2023

Run with python -m gluefactory.eval.scannet1500 --conf superpoint+lightglue-official

Visualization is also supported.

Methods OpenCV
SuperPoint + SuperGlue 17.4 / 33.9 / 49.5
SuperPoint + LightGlue 17.7 / 34.6 / 51.2
DISK + LightGlue 8.9 / 18.2 / 29.4
ALIKED + LightGlue 18.4 / 33.9 / 49.7

#21


Here are the results as Area Under the Curve (AUC) of the pose error at 5/10/20 degrees:

| Methods | [OpenCV](../gluefactory/robust_estimators/relative_pose/opencv.py) |
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TODO: add PoseLib

Comment on lines +63 to +64
logger.info("Downloading the MegaDepth-1500 dataset.")
url = "https://cvg-data.inf.ethz.ch/scannet/scannet1500.zip"
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Update logging and download link

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