Add README with dataset documentation
Browse files
README.md
CHANGED
|
@@ -5,10 +5,14 @@ dataset_info:
|
|
| 5 |
dtype: string
|
| 6 |
- name: video_path
|
| 7 |
dtype: string
|
| 8 |
-
- name:
|
| 9 |
-
|
| 10 |
-
- name:
|
| 11 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 12 |
- name: num_frames
|
| 13 |
dtype: int32
|
| 14 |
- name: num_flows
|
|
@@ -23,15 +27,12 @@ dataset_info:
|
|
| 23 |
dtype: string
|
| 24 |
splits:
|
| 25 |
- name: train
|
| 26 |
-
num_bytes: 2361091617.0
|
| 27 |
num_examples: 412
|
| 28 |
-
download_size: 720904930
|
| 29 |
-
dataset_size: 2361091617.0
|
| 30 |
configs:
|
| 31 |
- config_name: default
|
| 32 |
data_files:
|
| 33 |
- split: train
|
| 34 |
-
path: data
|
| 35 |
---
|
| 36 |
|
| 37 |
|
|
@@ -43,7 +44,7 @@ A balanced VQA dataset for evaluating camera motion understanding in videos.
|
|
| 43 |
|
| 44 |
- **Total Questions**: 384
|
| 45 |
- **Unique Videos**: 119
|
| 46 |
-
- **Unique Questions**:
|
| 47 |
- **Yes Answers**: 192 (50.0%)
|
| 48 |
- **No Answers**: 192 (50.0%)
|
| 49 |
- **Balance Ratio**: 1.00
|
|
@@ -54,32 +55,32 @@ A balanced VQA dataset for evaluating camera motion understanding in videos.
|
|
| 54 |
|
| 55 |
This dataset covers various camera motion tasks including:
|
| 56 |
|
| 57 |
-
- **Static**:
|
| 58 |
-
- **Move In**:
|
|
|
|
|
|
|
| 59 |
- **Pan Left**: 22 questions
|
|
|
|
| 60 |
- **Move Down**: 20 questions
|
| 61 |
-
- **
|
| 62 |
-
- **
|
| 63 |
-
- **Tilt
|
| 64 |
-
- **
|
| 65 |
-
- **Move Out**:
|
| 66 |
-
- **
|
| 67 |
-
- **
|
| 68 |
-
- **
|
| 69 |
-
- **
|
| 70 |
-
- **
|
| 71 |
-
- **
|
| 72 |
-
- **Has
|
| 73 |
-
- **
|
| 74 |
-
- **Is
|
| 75 |
-
- **Is
|
| 76 |
-
- **
|
| 77 |
-
- **Is The Camera Stable Or Shaky**: 7 questions
|
| 78 |
-
- **Has Truck Left**: 7 questions
|
| 79 |
-
- **Has Truck Right**: 7 questions
|
| 80 |
- **Has Backward Motion**: 6 questions
|
| 81 |
-
- **
|
| 82 |
-
- **
|
| 83 |
- **Has Zoom Out Not Move Vs Has Move Not Zoom Out**: 2 questions
|
| 84 |
|
| 85 |
## 📝 Dataset Format
|
|
|
|
| 5 |
dtype: string
|
| 6 |
- name: video_path
|
| 7 |
dtype: string
|
| 8 |
+
- name: frames_path
|
| 9 |
+
dtype: string
|
| 10 |
+
- name: optical_flows_path
|
| 11 |
+
dtype: string
|
| 12 |
+
- name: first_frame
|
| 13 |
+
dtype: image
|
| 14 |
+
- name: first_flow
|
| 15 |
+
dtype: image
|
| 16 |
- name: num_frames
|
| 17 |
dtype: int32
|
| 18 |
- name: num_flows
|
|
|
|
| 27 |
dtype: string
|
| 28 |
splits:
|
| 29 |
- name: train
|
|
|
|
| 30 |
num_examples: 412
|
|
|
|
|
|
|
| 31 |
configs:
|
| 32 |
- config_name: default
|
| 33 |
data_files:
|
| 34 |
- split: train
|
| 35 |
+
path: data.jsonl
|
| 36 |
---
|
| 37 |
|
| 38 |
|
|
|
|
| 44 |
|
| 45 |
- **Total Questions**: 384
|
| 46 |
- **Unique Videos**: 119
|
| 47 |
+
- **Unique Questions**: 31
|
| 48 |
- **Yes Answers**: 192 (50.0%)
|
| 49 |
- **No Answers**: 192 (50.0%)
|
| 50 |
- **Balance Ratio**: 1.00
|
|
|
|
| 55 |
|
| 56 |
This dataset covers various camera motion tasks including:
|
| 57 |
|
| 58 |
+
- **Static**: 41 questions
|
| 59 |
+
- **Move In**: 30 questions
|
| 60 |
+
- **Tilt Up**: 23 questions
|
| 61 |
+
- **Pan Right**: 23 questions
|
| 62 |
- **Pan Left**: 22 questions
|
| 63 |
+
- **Zoom In**: 21 questions
|
| 64 |
- **Move Down**: 20 questions
|
| 65 |
+
- **Move Left**: 20 questions
|
| 66 |
+
- **Roll Counterclockwise**: 18 questions
|
| 67 |
+
- **Tilt Down**: 18 questions
|
| 68 |
+
- **Is The Fixed Camera Shaking Or Not**: 17 questions
|
| 69 |
+
- **Move Out**: 16 questions
|
| 70 |
+
- **Move Right**: 16 questions
|
| 71 |
+
- **Move Up**: 13 questions
|
| 72 |
+
- **Has Pan Right**: 13 questions
|
| 73 |
+
- **Roll Clockwise**: 13 questions
|
| 74 |
+
- **Has Forward Motion**: 13 questions
|
| 75 |
+
- **Zoom Out**: 11 questions
|
| 76 |
+
- **Has Truck Right**: 11 questions
|
| 77 |
+
- **Has Pan Left**: 11 questions
|
| 78 |
+
- **Is Scene Static Or Not**: 10 questions
|
| 79 |
+
- **Is The Camera Stable Or Shaky**: 8 questions
|
| 80 |
+
- **Has Truck Left**: 6 questions
|
|
|
|
|
|
|
|
|
|
| 81 |
- **Has Backward Motion**: 6 questions
|
| 82 |
+
- **Is Camera Movement Slow Or Fast**: 6 questions
|
| 83 |
+
- **Has Forward Vs Backward Ground**: 4 questions
|
| 84 |
- **Has Zoom Out Not Move Vs Has Move Not Zoom Out**: 2 questions
|
| 85 |
|
| 86 |
## 📝 Dataset Format
|