Spartina Technology
Industrial
Industrial Defect Samples
Synthesized defect variants with paired masks for quality-inspection training.
Few real samplesAugmented defect set
Spartina Technology · 米草科技
Generating digital products
for a more beautiful real life.
Spartina Technology is an AI service company incubated by Wenzhou-Kean University, building data, visual assets, educational content, and industry workflows for real-world applications.
What We Build
Six service areas.
One production system.
From industrial data enhancement to consumer digital products — each area ships real outputs, not just demos.
01
Industrial Data Enhancement
From few samples to model-ready datasets
Model-ready datasets for industrial inspection, defect synthesis, masks, labels, and validation workflows.
- Defect type & morphology control
- Paired mask and label output
- Dataset split and training guidance
02
AI for Education
Series-ready learning content at scale
Series-ready learning content, leveled reading materials, illustrations, and course visuals.
- Structured content pipeline
- Consistent text-image alignment
- Built for ongoing serialization
03
AI Visual Assets
Brand-grade imagery, on demand
Brand-grade imagery, product visuals, posters, packaging concepts, and social media assets.
- Style-locked batch generation
- Multi-channel format export
- Deliverable asset packages
04
Game & Interactive Assets
AI asset pipelines for mini-games
AI-generated scenes, characters, props, controllable A/B image pairs, and level-ready annotation data for mini-games and interactive content.
- Base image + controllable local edits
- Paired A/B images for spot-the-difference
- Difference-point labels with coordinates & hints
- Level-ready asset packages
05
Custom AI Workflow
Production systems, not just prompts
Reusable AI production systems for generation, review, packaging, and delivery.
- Reusable production systems
- Enterprise-grade customization
- Data automation pipelines
06
Consumer Digital Products
Visual content for end users
Wallpapers, IP visuals, digital collections, and social content for consumer-facing product lines.
- Product-drop cadence
- Cross-platform output
- Subscription-ready catalogs
Demo Reel
See it in motion.
A preview of our capabilities across industrial data, visual assets, education content, and custom workflows.
Click the cover to play the demo reel.
IndustrialVisualEducationWorkflow
Visual Proof
Real outputs.
Not renders.
Selected work from internal demos and prototype projects. Each piece shows the input transformation behind the result.
Education
Education Illustration
Consistent children's illustration aligned with leveled reading passages.
Reading passageIllustrated page
Game
Game Character Concept
Character concepts locked to a stable worldview across multiple poses and outfits.
Character briefConcept sheet
Film
Film Storyboard Frame
Storyboard frames generated from scene descriptions for pre-production review.
Scene descriptionStoryboard frame
Brand
Brand Visual Package
A complete brand visual kit — posters, product shots, and social assets in one style.
Brand briefVisual kit
Consumer
Wallpaper Collection
Mobile-first wallpaper drops shipped as a subscription-ready visual product.
Theme promptWallpaper drop
Projects
Selected work.
Four projects across industrial data, education content, consumer products, and game/film concepts.
Live Demo
Industrial
Train-ready defect dataset
Industrial Defect Data Enhancement
A handful of real industrial images in, a varied defect-augmented dataset out — built for AI quality-inspection model training.
20+Input Samples
500+Generated
8+Defect Types
Deliverables
- Augmented images
- Defect masks
- Class labels
- Train/val split
Tech Stack
DiffusionDefect modelingMask synthesisCOCO format
In Production
Education
Series content library
Leo & Mia AI Education
AI-generated English leveled reading, short essays, children's illustrations, and serialized educational content.
100+Content Units
5Reading Levels
50+Illustrations
Deliverables
- Reading passages
- Illustrations
- Level sets
- Teacher notes
Tech Stack
LLMImage genStyle lockEditorial review
Shipping
Consumer
Visual product drops
Generative Visual Product Line
A consumer visual matrix — wallpapers, digital art sets, IP imagery, and social content delivered as product drops.
5+Product Drops
200+Visual Assets
3Collections
Deliverables
- Wallpaper sets
- Art collections
- IP imagery
- Social assets
Tech Stack
SDXLUpscalingColor gradingBatch packaging
Prototype
Entertainment
Concept asset pack
Game & Film Concept Assets
Characters, scenes, props, storyboards, and promo visuals for games, short drama, and film pre-production.
20+Characters
15+Scenes
50+Storyboard Frames
Deliverables
- Character concepts
- Scene designs
- Storyboard frames
- Promo visuals
Tech Stack
SDXLControlNetStyle referenceComfyUI
Internal pipeline / Validated prototype
Game
Level-ready A/B image pairs + answer metadata
Spot-the-Difference Content Pipeline
An internal pipeline that turns a single style brief into paired A/B images with labeled difference points and level-ready metadata for spot-the-difference gameplay.
6Pipeline Stages
5Difference Fields
ValidatedStatus
Deliverables
- A/B image pairs
- Labeled difference points
- Hints
- Descriptions
- Level-ready metadata
Tech Stack
ComfyUIControlNetCustom annotation toolLevel JSON export
Contact
Let's build something
that ships.
Bring us your samples, ideas, or production bottlenecks. We turn them into AI-ready data, visual assets, and scalable workflows.