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# Prepare SceneFlow dataset | ||
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||
Scene Flow Datasets is available at the Scene Flow [official website](https://lmb.informatik.uni-freiburg.de/resources/datasets/SceneFlowDatasets.en.html). | ||
Please download the following parts of FlyingThings3D, Driving, Monkaa and place it in the `datasets/sceneflow` directory. | ||
- RGB images (finalpass) | ||
- RGB images (cleanpass) | ||
- Disparity | ||
|
||
And for FlyingThings3D subset, you need to download the following parts: | ||
- RGB images (cleanpass) | ||
- Disparity | ||
- Disparity Occlusions | ||
|
||
The directory structure should be as follows: | ||
```text | ||
data | ||
| SceneFlow | ||
| ├── Driving | ||
| | ├── frames_finalpass | ||
| | ├── frames_cleanpass | ||
| | ├── disparity | ||
... | ||
| ├── Monkaa | ||
| | ├── frames_finalpass | ||
| | ├── frames_cleanpass | ||
| | ├── disparity | ||
... | ||
| ├── FlyingThings3D | ||
| | ├── frames_finalpass | ||
| | ├── frames_cleanpass | ||
| | ├── disparity | ||
... | ||
| ├── FlyingThings3D_subset | ||
| | ├── train | ||
| | | ├── frames_cleanpass | ||
| | | ├── disparity | ||
| | | ├── disparity_occlusions | ||
| | ├── test | ||
| | | ├── frames_cleanpass | ||
| | | ├── disparity | ||
| | | ├── disparity_occlusions | ||
``` | ||
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||
|
||
_Optionally you can write your own txt file and use all the parts of the dataset._ | ||
|
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### Reference | ||
|
||
```bibtex | ||
@inproceedings{mayer2016large, | ||
title={A large dataset to train convolutional networks for disparity, optical flow, and scene flow estimation}, | ||
author={Mayer, Nikolaus and Ilg, Eddy and Hausser, Philip and Fischer, Philipp and Cremers, Daniel and Dosovitskiy, Alexey and Brox, Thomas}, | ||
booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition}, | ||
pages={4040--4048}, | ||
year={2016} | ||
} | ||
``` |
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