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README.md

@@ -1,31 +1,73 @@
----
-dataset_info:
-  features:
-  - name: image
-    dtype: image
-  - name: transcription
-    dtype: string
-  - name: video_segment
-    dtype: string
-  - name: subject
-    dtype: string
-  - name: category
-    dtype: string
-  - name: subcategory
-    dtype: string
-  - name: action_description
-    dtype: string
-  - name: context_and_comments
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 1960308
-    num_examples: 54
-  download_size: 1911573
-  dataset_size: 1960308
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
----
+---
+license: mit
+task_categories:
+- image-classification
+- other
+language:
+- en
+size_categories:
+- n<1K
+dataset_info:
+  features:
+    - name: image
+      dtype: image
+    - name: video_segment
+      dtype: string
+    - name: transcription
+      dtype: string
+    - name: subject
+      dtype: string
+    - name: category
+      dtype: string
+    - name: subcategory
+      dtype: string
+    - name: action_description
+      dtype: string
+    - name: context_and_comments
+      dtype: string
+  splits:
+    - name: train
+      num_bytes: 0
+      num_examples: 54
+---
+
+# Video Dataset - consensus-01
+
+## 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 (first frame from each segment)
+- `segments/` — video clips for each annotation interval
+- `annotations/` — original JSON annotation
+- `transcriptions/` — transcription files (`full_transcription.txt` + per segment)
+- `dataset.csv` — mapping between frames, video clips, transcriptions, and metadata (subject, category, subcategory, action_description, context_and_comments)
+
+## Dataset Statistics
+
+- **Frames:** 54
+- **Segments:** 18
+- **Unique Labels:** 1
+
+## Dataset Features
+
+- **image**: Extracted video frame (JPEG) - first frame from each segment
+- **video_segment**: Path to the corresponding video clip file
+- **transcription**: Text transcription of the audio segment
+- **subject**: Subject of the action (e.g., "Учитель", "Группа учеников")
+- **category**: Category of the action (e.g., "Педагогические действия", "Коммуникативные модальности")
+- **subcategory**: Subcategory (may contain multiple values separated by ";")
+- **action_description**: Description of the action
+- **context_and_comments**: Context and additional comments
+
+## 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-consensus-01")
+```