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Benchmarking datasets for geometry estimation can be somewhat cumbersome to download. We provide instructions for the benchmarks we use below, and are happy to answer any questions. |
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### HPatches |
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First, make sure that the "data/hpatches" path exists, e.g. by |
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`` ln -s place/where/your/datasets/are/stored/hpatches data/hpatches `` |
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Then run (if you don't already have hpatches downloaded) |
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`` bash scripts/download_hpatches.sh`` |
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### Megadepth-1500 (LoFTR Split) |
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1. We use the split made by LoFTR, which can be downloaded here https://drive.google.com/drive/folders/1nTkK1485FuwqA0DbZrK2Cl0WnXadUZdc. (You can also use the preprocessed megadepth dataset if you have it available) |
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2. The images should be located in data/megadepth/Undistorted_SfM/0015 and 0022. |
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3. The pair infos are provided here https://github.com/zju3dv/LoFTR/tree/master/assets/megadepth_test_1500_scene_info |
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3. Put those files in data/megadepth/xxx |
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### Megadepth-8-Scenes (DKM Split) |
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1. The pair infos are provided in [assets](../assets/) |
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2. Put those files in data/megadepth/xxx |
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### Scannet-1500 (SuperGlue Split) |
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We use the same split of scannet as superglue. |
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1. LoFTR provides the split here: https://drive.google.com/drive/folders/1nTkK1485FuwqA0DbZrK2Cl0WnXadUZdc |
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2. Note that ScanNet requires you to sign a License agreement, which can be found http://kaldir.vc.in.tum.de/scannet/ScanNet_TOS.pdf |
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3. This benchmark should be put in the data/scannet folder |
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