Add README with dataset documentation
Browse files
README.md
CHANGED
|
@@ -4,34 +4,46 @@ A balanced VQA dataset for evaluating camera motion understanding in videos.
|
|
| 4 |
|
| 5 |
## π Dataset Statistics
|
| 6 |
|
| 7 |
-
- **Total Questions**:
|
| 8 |
-
- **Unique Videos**:
|
| 9 |
-
- **Unique Questions**:
|
| 10 |
-
- **Yes Answers**:
|
| 11 |
-
- **No Answers**:
|
| 12 |
- **Balance Ratio**: 1.00
|
| 13 |
-
- **Total Size**:
|
| 14 |
-
- **Average Video Size**: 1.
|
| 15 |
|
| 16 |
## π― Task Categories
|
| 17 |
|
| 18 |
This dataset covers various camera motion tasks including:
|
|
|
|
| 19 |
- **Static**: 39 questions
|
| 20 |
-
- **Move In**:
|
| 21 |
-
- **Pan Right**:
|
| 22 |
-
- **
|
| 23 |
-
- **Move
|
| 24 |
-
- **
|
| 25 |
-
- **
|
| 26 |
-
- **
|
| 27 |
-
- **
|
|
|
|
|
|
|
|
|
|
| 28 |
- **Move Up**: 16 questions
|
| 29 |
-
- **Move
|
| 30 |
-
- **
|
|
|
|
|
|
|
|
|
|
| 31 |
- **Tilt Down**: 13 questions
|
| 32 |
-
- **
|
| 33 |
-
- **
|
| 34 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 35 |
|
| 36 |
## π Dataset Format
|
| 37 |
|
|
@@ -47,12 +59,6 @@ Each record in `metadata.jsonl` contains:
|
|
| 47 |
- `task`: Task category
|
| 48 |
- `label_name`: Detailed label identifier
|
| 49 |
|
| 50 |
-
## π¬ Sample Questions and Videos
|
| 51 |
-
|
| 52 |
-
Below are animated GIF previews of sample videos from the dataset:
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
## π Usage
|
| 57 |
|
| 58 |
### Loading the Dataset
|
|
|
|
| 4 |
|
| 5 |
## π Dataset Statistics
|
| 6 |
|
| 7 |
+
- **Total Questions**: 384
|
| 8 |
+
- **Unique Videos**: 119
|
| 9 |
+
- **Unique Questions**: 32
|
| 10 |
+
- **Yes Answers**: 192 (50.0%)
|
| 11 |
+
- **No Answers**: 192 (50.0%)
|
| 12 |
- **Balance Ratio**: 1.00
|
| 13 |
+
- **Total Size**: 126.16 MB (0.12 GB)
|
| 14 |
+
- **Average Video Size**: 1.06 MB
|
| 15 |
|
| 16 |
## π― Task Categories
|
| 17 |
|
| 18 |
This dataset covers various camera motion tasks including:
|
| 19 |
+
|
| 20 |
- **Static**: 39 questions
|
| 21 |
+
- **Move In**: 31 questions
|
| 22 |
+
- **Pan Right**: 25 questions
|
| 23 |
+
- **Roll Counterclockwise**: 24 questions
|
| 24 |
+
- **Move Left**: 21 questions
|
| 25 |
+
- **Move Right**: 20 questions
|
| 26 |
+
- **Pan Left**: 18 questions
|
| 27 |
+
- **Zoom In**: 18 questions
|
| 28 |
+
- **Move Out**: 18 questions
|
| 29 |
+
- **Tilt Up**: 18 questions
|
| 30 |
+
- **Roll Clockwise**: 18 questions
|
| 31 |
+
- **Is The Fixed Camera Shaking Or Not**: 16 questions
|
| 32 |
- **Move Up**: 16 questions
|
| 33 |
+
- **Move Down**: 16 questions
|
| 34 |
+
- **Has Forward Motion**: 15 questions
|
| 35 |
+
- **Has Pan Right**: 15 questions
|
| 36 |
+
- **Zoom Out**: 14 questions
|
| 37 |
+
- **Has Pan Left**: 13 questions
|
| 38 |
- **Tilt Down**: 13 questions
|
| 39 |
+
- **Is Scene Static Or Not**: 12 questions
|
| 40 |
+
- **Has Truck Right**: 9 questions
|
| 41 |
+
- **Has Truck Left**: 7 questions
|
| 42 |
+
- **Has Backward Motion**: 7 questions
|
| 43 |
+
- **Is The Camera Stable Or Shaky**: 6 questions
|
| 44 |
+
- **Has Forward Vs Backward Ground**: 4 questions
|
| 45 |
+
- **Is Camera Movement Slow Or Fast**: 4 questions
|
| 46 |
+
- **Has Zoom Out Not Move Vs Has Move Not Zoom Out**: 2 questions
|
| 47 |
|
| 48 |
## π Dataset Format
|
| 49 |
|
|
|
|
| 59 |
- `task`: Task category
|
| 60 |
- `label_name`: Detailed label identifier
|
| 61 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 62 |
## π Usage
|
| 63 |
|
| 64 |
### Loading the Dataset
|