AI Vision Intelligence for
Lottery Understanding
Let AI understand lottery tickets.LottoVL builds end-to-end vision foundation models and AI infrastructure for the lottery domain, combining multimodal image perception, vector feature metric learning and rule reasoning to power ultra-precise ticket understanding and lightweight inference across devices.
Live Ticket Recognition & Prize Verification
End-to-End Element Localization & Vector Feature Matching
Switch between real lottery samples (scratch cards, terminal tickets, sports bets) and toggle AI detection layers and bounding boxes in real time.
DemoEffect Demonstration
AI Vision Overlays
Scratch CardLive Inspection
Classification: Sports Lottery Instant Ticket
The end-to-end vision model detected that the gem symbol in [Scratch Zone #01] sits at a near-zero vector distance from the [Lucky Symbol], confirming the ￥1,000 prize beneath.
End-to-End Lottery Vision Foundation Model Architecture
A deep dive into the LottoVL end-to-end pipeline: a full-chain AI engine from raw pixel input to structured ticket understanding and prize determination.
Multimodal Input Layer (Multimodal Query Input)
Accepts high-resolution ticket photos, scratch/distorted samples and conditional queries (including visual icon queries and text rule conditions).
- High-res Ticket Crop
- Visual Query Embedding
- Text Condition Query
A Complete Lottery Vision AI Product Matrix
From foundational AI model research and R&D workbenches to high-concurrency inference engines and developer SDKs — full-chain infrastructure for lottery vision intelligence.
LottoVL Studio
Lottery Vision AI Data Production & R&D Workbench
A complete platform for lottery visual data production, smart annotation and model validation, covering instant and terminal tickets. Includes template management, synthetic sample generation, unsupervised clustering and end-to-end inference workflows.
- Multi-game template management for instant/terminal tickets
- Real-photo sample import & augmented synthetic data generation
- BBox / Polygon / instance segmentation & COCO export
- Unsupervised crop clustering with automatic label assignment
- End-to-end model async inference & task management
LottoVL Engine
Lottery Vision Inference & Recognition Engine
A high-concurrency, ultra-low-latency vision foundation model inference engine with four core modules: Vision Engine, Matching Engine, OCR Engine and Prize Evaluation Engine.
- Vision Engine: ticket layout & multi-level instance segmentation
- Matching Engine: vector metric learning & icon matching
- OCR Engine: cross-lingual, thermal-ticket text extraction
- Prize Engine: play-rule parsing & prize verification
- End-to-end high-performance inference acceleration
LottoVL SDK
Developer AI APIs & Integration Platform
Highly integrated REST / gRPC interfaces for lottery institutions, device vendors and developers, enabling online detection, automatic prize verification and asset digitization.
- Image Recognition API: end-to-end ticket understanding
- Detection API: custom icon & text box detection
- Matching API: vector feature similarity search
- Evaluation API: automated prize-verification logic
- Python, Node.js, Go and Rust SDKs
LottoVL Edge Engine
On-Device Lottery Vision Deployment (On-Device Inference)
Complete on-device model deployment and adaptation, seamlessly bringing visual understanding to hardware terminals and mobile devices for offline, real-time recognition.
- One-click adaptation for lottery POS & dedicated terminals
- Native integration on mobile devices (iOS / Android)
- Industrial embedded scanner-gate module support
- 100% offline real-time recognition without network
- Ultra-light memory footprint & low-power stable operation
On-Device Deployment & Multi-Hardware Adaptation
LottoVL provides on-device deployment options that adapt visual understanding to POS terminals, mobile devices and embedded scanner modules for offline, real-time applications.
Blazing Fast
No cloud round-trips: devices process and recognize images locally for millisecond-level feedback.
Lightweight
Structurally adapted for compute-constrained, memory-sensitive devices while staying smooth and stable.
Offline & Secure
Recognizes tickets and applies win logic fully offline, keeping private data on the device.
Runs Everywhere
Fully compatible with POS terminals, smartphones and industrial embedded scanning hardware.
端侧硬件场景适配 (Hardware Profiles)
Adapting to diverse lottery service terminals and portable devices
Lottery POS Terminal
For retail lottery outlets and dedicated selling terminals, supporting high-frequency continuous scanning and verification.
- Direct connection to scan guns and embedded cameras
- 100% local real-time verification while offline
- High-reliability continuous operation for daily heavy workloads
Ready to build the next generation of lottery vision intelligence?
From data production, smart BBox annotation and vector feature matching to lightweight on-device deployment, LottoVL provides end-to-end technical support for developers and institutions.