| --- |
| license: other |
| pretty_name: KITTI-FC and GoPro-FC Representative Samples |
| tags: |
| - optical-flow |
| - robustness |
| - corruption-benchmark |
| - image-corruption |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # KITTI-FC and GoPro-FC Representative Samples |
|
|
| This repository contains a representative mini subset accompanying the |
| KITTI-FC and GoPro-FC optical-flow robustness benchmarks. |
|
|
| ## Contents |
|
|
| The `samples.zip` archive contains 2,824 PNG files, including: |
|
|
| - two representative KITTI frame pairs; |
| - one representative pair from each of five GoPro sequences; |
| - clean inputs and the available corruption-severity combinations; and |
| - samples for checking the directory structure and visual effects. |
|
|
| This subset is intended for inspection and reproducibility checks. It does not |
| replace the complete benchmark test splits reported in the paper. |
|
|
| ## Visual demonstration |
|
|
| The complete 117-second demonstration presents clean inputs and severity |
| levels 1--5 for all 20 KITTI-FC corruptions and all 24 GoPro-FC-30FPS |
| corruptions. Both frames of each optical-flow pair are shown. |
|
|
| - [Play the web-compatible H.264 version](https://huggingface.co/datasets/Zhonghua/optical-flow-benchmark-samples/resolve/v1.0-review/ofb_corruption_demo_web_h264.mp4) |
| - [Download the full-resolution RGB lossless master](https://huggingface.co/datasets/Zhonghua/optical-flow-benchmark-samples/resolve/v1.0-review/ofb_corruption_demo_complete_rgb_lossless.mp4?download=true) |
| - [Timestamp index](https://huggingface.co/datasets/Zhonghua/optical-flow-benchmark-samples/resolve/v1.0-review/ofb_corruption_demo_complete_index.csv) |
| - [Severity-5 storyboard](https://huggingface.co/datasets/Zhonghua/optical-flow-benchmark-samples/resolve/v1.0-review/ofb_corruption_storyboard.jpg) |
|
|
| ## Code |
|
|
| The current public benchmark code repository is available at: |
|
|
| <https://github.com/ZhonghuaYi/optical_flow_robustness_benchmark> |
|
|
| ## Integrity |
|
|
| `samples.zip` |
|
|
| SHA-256: |
|
|
| ```text |
| e6a4cd731a3b5429175042e78a8db95e2c7ced47a22b65c15ac0642fafd2be28 samples.zip |
| ``` |
|
|
| ## Source-data terms |
|
|
| The archive contains derivatives of KITTI and GoPro source data. The |
| applicable attribution and redistribution conditions are documented in |
| `THIRD_PARTY_DATA_LICENSES.md`. |
|
|
| KITTI-derived material retains the attribution, non-commercial, and |
| share-alike conditions of CC BY-NC-SA 3.0. GoPro source material is identified |
| under CC BY 4.0. The benchmark transformations do not replace or relax the |
| original source-data terms. |
|
|
