metadata
license: mit
dataset_info:
features:
- name: frame_image
dtype: image
- name: frame_metadata
dtype: string
RandomDoomSamples-110M Dataset
This dataset contains random Doom gameplay frames generated using a random agent policy.
Dataset Summary
- Total Episodes: 4,128+
- Estimated Frames: 15M+
- Format: PNG images + JSON metadata per frame
- Size: ~253GB
Structure
episodes/
├── 0/
│ ├── frame_0000.png
│ ├── frame_0000.json
│ └── ...
├── 1/
│ └── ...
└── ...
Upload Status
Dataset is being uploaded in chunks to optimize memory usage.
Usage
from datasets import load_dataset
# Load in streaming mode to avoid memory issues
dataset = load_dataset("invocation02/RandomDoomSamples-110M", streaming=True)
for example in dataset:
# Process frames
pass
Data Collection
- Game: Doom (VizDoom environment)
- Agent: Random action policy
- Resolution: Game screenshots
- Metadata: Game state, actions, rewards