Generates synthetic tasks where multiple shapes are displayed with exactly one being asymmetrical. The task is to identify and circle the asymmetrical shape with a red circle.
Each sample pairs a task (first frame + prompt describing what needs to happen) with its ground truth solution (final frame showing the result + video demonstrating how to achieve it). This structure enables both model evaluation and training.
| Property | Value |
|---|---|
| Task ID | G-248 |
| Task | Mark Asymmetrical Shape |
| Category | Perception |
| Resolution | 1024×1024 px |
| FPS | 16 fps |
| Duration | ~3 seconds |
| Output | PNG images + MP4 video |
# Clone the repository
git clone https://github.com/Jiaqi-Gong/Gong_VBVR_Data.git
cd Gong_VBVR_Data/G-248_mark_asymmetrical_shape_data-generator
# Install dependencies
pip install -r requirements.txt# Generate 100 samples
python examples/generate.py --num-samples 100
# Generate with specific seed
python examples/generate.py --num-samples 100 --seed 42
# Generate without videos
python examples/generate.py --num-samples 100 --no-videos
# Custom output directory
python examples/generate.py --num-samples 100 --output data/my_output| Argument | Type | Description | Default |
|---|---|---|---|
--num-samples |
int | Number of samples to generate | 100 |
--seed |
int | Random seed for reproducibility | Random |
--output |
str | Output directory | data/questions |
--no-videos |
flag | Skip video generation | False |
Among the displayed shapes, exactly one is asymmetrical. Identify and circle that asymmetrical shape with a red circle. Do not change anything else.
 |
 |
 |
| Initial Frame Multiple shapes without marking |
Animation Red circle drawn around asymmetrical shape |
Final Frame Asymmetrical shape identified and circled |
Identify the single asymmetrical shape among a group of shapes (where all others are symmetrical) and mark it with a red circle.
- Shape Count: 3-6 shapes per image
- Shape Types: Polygons (5-8 sides), stars (5-7 points), crosses
- Symmetry Status: All shapes except one are perfectly symmetrical
- Asymmetrical Shape: Created by intentionally perturbing vertex positions
- Circle Properties: Red circle (RGB: 255, 0, 0) completely enclosing the asymmetrical shape
- Spacing: Minimum 50px gap between shape bounding boxes to prevent overlap
- Non-overlapping placement: Shapes maintain minimum gap to ensure clear visibility
- Single correct answer: Exactly one asymmetrical shape per image
- Varied asymmetry: Different types of asymmetry (rotational, reflective)
- Random colors and sizes: Each shape has unique visual properties
- Smooth animation: Circle fades in progressively over the asymmetrical shape
- High-quality rendering: 1024×1024 resolution for clear shape details
data/questions/mark_asymmetrical_shape_task/mark_asymmetrical_shape_00000000/
├── first_frame.png # Initial state (shapes without circle)
├── final_frame.png # Goal state (asymmetrical shape circled)
├── prompt.txt # Task instructions
├── ground_truth.mp4 # Solution video (16 fps)
└── question_metadata.json # Task metadata
File specifications: Images are 1024×1024 PNG. Videos are MP4 at 16 fps, approximately 3 seconds long.
symmetry-detection shape-analysis visual-reasoning geometry asymmetry-identification
