Mission Control

Satellite intelligence, distilled into a showroom-ready demo.

Track mineral classifiers in real time, review curated geology samples, and deliver predictions on demand while the bespoke Min0 React app takes shape.

Exploration telemetry

Keep an eye on accuracy, loss, and model health without leaving the browser. Trends refresh automatically every few seconds.

Curated core samples

Browse labelled drill imagery or drop in-field captures. Results land instantly with top‑k mineral confidence.

Production-grade endpoints

The FastAPI backend exposes a clean REST surface and serves this UI over HTTPS out of the box.

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Live instrumentation
Metrics cards and charts pull directly from the training cache so ops teams always see the latest signal.
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Sample library
Explore stratified imagery per mineral signature. Previews stream from mounted storage to keep the container lean.
Lightning-fast inference
Prediction endpoints reuse the same service powering the demo—no mock data, just real model outputs.
Training Monitor

Track Min0 fine-tuning without tailing logs.

Every few seconds we sync the latest metrics cache. Hover charts for precise values, browse recent log entries, and keep an eye on validation accuracy as the classifier converges.

Status
Epoch
Train Acc
Val Acc
Best Acc
Train Loss

Training Loss

Accuracy Timeline

Latest training events

auto refresh · 5s
Inference Studio

Test the classifier with curated cores or your own imagery.

Use the sample gallery to quickly build a batch, or drop files straight onto the surface. Results include top‑k predictions and confidence so you can validate the latest checkpoint.

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Select sample tiles

Choose images from the curated dataset by tapping “Browse samples”.

Running inference…

Class labels

This demo ships ten mineral signatures; hover any badge to learn the shorthand we use in-field.

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Classification results

Each card updates once inference finishes. Remove items to rebuild the batch.

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Select one or more tiles to preview predictions here.