From Raw Imagery to
Actionable Intelligence.
MinerAI is a browser-based, high-speed geospatial platform designed to streamline the entire computer vision pipeline. Visually annotate high-resolution map layers, export perfectly aligned binary masks for training, deploy your own Hugging Face models instantly, and execute massive-scale land-use inference scans in a single, unified workspace.
1. Dataset Generation Workspace
A researcher-focused environment for creating high-quality, ML-ready training data.
Intuitive Layer Annotation
Access integrated global basemaps (like ESRI World Imagery) directly in the browser. Easily draw, organize, and manage tens of thousands of polygons across custom feature layers.
- Manual polygon and spatial feature drawing
- Unlimited distinct annotation layers
- Seamless pan, zoom, and coordinate tracking
Automated Mask Export
Move from visual layers to structured datasets instantly. Select your layer, configure output dimensions, and trigger automated dataset construction.
- Downloads paired satellite images and perfectly aligned binary masks
- Configurable image sizes (e.g., 768px, 1024px)
- Auto-adapting zoom algorithms based on feature size
2. Frictionless Model Integration
Bring your own AI. We provide the geospatial infrastructure.
Hugging Face Native Integration
No complex API wrappers or custom routing needed. Enter your Hugging Face Space ID and optional API key to instantly connect your trained models to the MinerAI map environment.
AI Mode Targeting
Define exact operational parameters visually. Switch to AI Mode, drop a center coordinate pin, use the slider to define your scan area (in km²), and select your active model for immediate inference.
Inference at massive scale. MinerAI's optimized pipeline ingests satellite tiles, runs custom model inferences, and plots detection coordinates faster than enterprise competitors.
3. Actionable Results & Visualization
Monitor detections in real-time, filter historical data, and track trends.
Live Detection Mapping
Model inference results are instantly mapped as interactive coordinate points on your geospatial dashboard.
Temporal Filtering
Toggle seamlessly between "Current Points" from your latest session and "Historical Points" to monitor long-term land-use changes over time.
Categorization
Filter scan results by session data or specific classifications, making it ideal for tracking distinct anomalies like illegal mining sites or deforestation.
Built on Open Standards
Interoperable, scalable, future‑proof.
Deploy Your Models to the Real World
Stop fighting infrastructure. Start generating datasets and running geospatial inference today.