Roboflow Universe MineRL FindCave MineRL FindCave Inside Cave v2: No Water Inside Cave

MineRL FindCave Inside Cave v2: No Water Inside Cave Computer Vision Project

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2250 images

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V2 MineRL FindCave Inside Cave. V1: https://universe.roboflow.com/minerl-findcave-u5lrz/minerl-findcave-inside-cave-v1

The dataset contains most of the images from V1. The training sample of inside cave was selected, images labelled as inside cave that showed water was removed from the training set. Additional validation images were added (~200 image).

Random sample from mixture of MineRL FindCave-v0 dataset and some own recordings generated by using the VPT model. The VPT agent was trained using MineRL version 1.0.0 which runs Minecraft 1.16.5 Two labels are used:

inside cave: When the agent is 100% inside a cave

Unlabeled: Everything else, when agent is outside of a cave. This might include being at the entrance of a cave but still not inside or at the bottom of a ravine.

MineRL: https://minerl.io/dataset/

Author: Péter L. Cseh plc2000@hw.ac.uk

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            minerl-findcave-inside-cave-v2-no-water-inside-cave_dataset,
                            title = { MineRL FindCave Inside Cave v2: No Water Inside Cave Dataset },
                            type = { Open Source Dataset },
                            author = { MineRL FindCave },
                            howpublished = { \url{ https://universe.roboflow.com/minerl-findcave-u5lrz/minerl-findcave-inside-cave-v2-no-water-inside-cave } },
                            url = { https://universe.roboflow.com/minerl-findcave-u5lrz/minerl-findcave-inside-cave-v2-no-water-inside-cave },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-05-16 },
                            }