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Frequently Asked Questions
How fast is MinerAI's inference pipeline compared to traditional methods?
Our clustered GPU architecture processes 100 km² of imagery in approximately 66 seconds—representing a 55% reduction in latency compared to previous academic benchmarks, and compressing what typically takes manual analysts weeks into minutes.
Do I need to source and provide my own satellite imagery?
No. MinerAI acts as a complete pipeline. You define the geospatial bounding box via our interface or API, and our backend handles the automated ingestion from providers like Sentinel-2 and DigitalGlobe before running the inference.
Can I deploy my own custom PyTorch models?
Absolutely. While we provide high-precision environmental base weights, enterprise users can synchronize their own specialized models directly from the Hugging Face Hub using our configuration API.