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glody007/zamba-sat
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I want an oracle AI model to label satellite image pairs with a structured reasoning trace before giving a final classification. Show me how to design an XML tagged chain-of-thought prompt for this.
Explain the difference between RGB and SWIR satellite bands and why SWIR helps detect vegetation change under cloud haze.
How would I validate an AI model's structured JSON output against a Pydantic schema and reject responses that do not conform?
I need to sample satellite image locations on a spatial grid with a temporal train/test split that avoids data leakage between nearby revisit dates. How should I design that sampling logic?
Show me how to publish a labeled image dataset with metadata to Hugging Face using the datasets library.
Full explanation on explaingit →
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