Dataset Details
Here we provide instructions for downloading the InkScenes dataset. For more details on curation, see our paper Instance Segmentation of Scene Sketches Using Natural Image Priors.
📁 Dataset Variants
The InkScenes dataset includes 6 variants, each offering different sketch generation styles:
- CLIPasso Base – no brush stylization
- CLIPasso Calligraphic
- CLIPasso Charcoal
- CLIPasso BrushPen
- SketchAgent
- InstantStyle
🧪 Splits
For all variants except InstantStyle, the data is split using SketchyScene-7k templates:
- Train: 5,617 samples (available for CLIPasso Base and SketchAgent)
- Validation: 535 samples
- Test: 1,113 samples
InstantStyle includes a single collection of 1,068 scene sketches.
📦 Available Files per Variant
- Sketch PNGs (750×750, except InstantStyle)
- Sketch SVGs
- Component PNGs (one per object)
- Component SVGs
- Instance Segmentation (
.mat) - Semantic Segmentation (
.mat) - Scene Metadata JSON
- Visualizations (e.g.
bboxes.png,class_GT.png,instance_GT.png)
🧾 Metadata Example
Bounding boxes are normalized: [x_min, y_min, x_max, y_max]
Use the selector below to choose a variant and split. We'll generate a wget command you can run directly in your terminal.
Access Download Instructions
1. Choose Dataset Variant
🔗 Browse All Files Directly
Prefer to explore the full file structure? Use the links below:
These links let you download zips without using the interface above.
Contact
Questions or issues? Email miatang [at] cs.stanford.edu. We'll respond promptly — enjoy exploring InkScenes!