| --- |
| 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 |
| ```python |
| 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 |
|
|
