# FRED (Flooded Road Environments)

From the catalogue. Listed by one researcher from one source page.

- id: `fred-flooded-road-environments`
- kind: driving
- robot or device: FLIR Blackfly camera, Ouster OS1-64, RTK IMU (class: vehicle)
- how collected: human driving during and after floods
- size as stated: 5 locations; count not stated
- hours: not stated | hours only claimed: none | episodes: not stated
- year: 2026
- organisation: not stated
- licence: not stated (class: not stated)
- access: not stated (class: not stated)
- link (paper): https://arxiv.org/abs/2605.22018

## Copies and ports on the Hugging Face Hub

Uploads whose name carries this dataset's name, most downloaded first. Each has its own licence, which can differ from the original's.

| repository | robot | class | kind | episodes | hours | licence | downloads (30 d) |
|---|---|---|---|---|---|---|---|
| [IMsubin/omx_f_red_green_apple_sort_11_24](https://datasets.gurasees.com/datasets/IMsubin/omx_f_red_green_apple_sort_11_24.md) | ROBOTIS OMX | low cost arm | recording | 143 | 1.1 | open | 54 |
| [THULab/omx_f_red_green_apple_sort_11_25](https://datasets.gurasees.com/datasets/THULab/omx_f_red_green_apple_sort_11_25.md) | ROBOTIS OMX | low cost arm | recording | 180 | 1.3 | open | 38 |
| [IMsubin/omx_f_red_green_apple_sort_11_25](https://datasets.gurasees.com/datasets/IMsubin/omx_f_red_green_apple_sort_11_25.md) | ROBOTIS OMX | low cost arm | recording | 180 | 1.3 | open | 32 |
| [aboyarov/eval_bimanual-handoff-red-block](https://datasets.gurasees.com/datasets/aboyarov/eval_bimanual-handoff-red-block.md) | SO-100 or SO-101 | low cost arm | evaluation rollout | 30 | 0.2 | open | 31 |
| [oscarqjh/EB-Alfred_easi](https://datasets.gurasees.com/datasets/oscarqjh/EB-Alfred_easi.md) | not stated | other | other |  |  | open | 30 |
| [robot-learning-group47/eval_try_10k_left_of_red_20260520_184319](https://datasets.gurasees.com/datasets/robot-learning-group47/eval_try_10k_left_of_red_20260520_184319.md) | SO-100 or SO-101 | low cost arm | evaluation rollout | 1 | 0 | open | 21 |

Confirm the licence at the link before relying on it.