| license: mit | |
| task_categories: | |
| - image-classification | |
| - other | |
| task_ids: | |
| - image-classification-other | |
| language: | |
| - en | |
| size_categories: | |
| - n<1K | |
| dataset_info: | |
| features: | |
| - name: image | |
| dtype: image | |
| - name: annotation | |
| dtype: string | |
| - name: transcription | |
| dtype: string | |
| - name: video_segment | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 0 | |
| num_examples: 42 | |
| # Video Dataset - pre1_test | |
| ## Dataset Description | |
| This dataset contains video frames extracted from annotated video segments, along with annotations, transcriptions, and corresponding video clips. | |
| ## Dataset Structure | |
| - `frames/` — extracted frames grouped by role (`start`, `middle`, `end`) | |
| - `segments/` — video clips for each annotation interval | |
| - `annotations/` — original JSON annotation | |
| - `transcriptions/` — transcription files (`full_transcription.txt` + per segment) | |
| - `dataset.csv` — mapping between frames, annotations, video clips, and segment transcription | |
| ## Dataset Statistics | |
| - **Frames:** 42 | |
| - **Segments:** 14 | |
| - **Unique Labels:** 7 | |
| ## Dataset Features | |
| - **image**: Extracted video frame (JPEG) | |
| - **annotation**: Label/annotation for the frame segment | |
| - **transcription**: Text transcription of the audio segment | |
| - **video_segment**: Path to the corresponding video clip file | |
| ## Usage | |
| This dataset can be loaded using the Hugging Face `datasets` library: | |
| ```python | |
| from datasets import load_dataset | |
| dataset = load_dataset("your-org/video-dataset-pre1_test") | |
| ``` | |