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# FAST-EO Use Case 2 - Methane Detection
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This directory contains all data and code necessary to recreate experiments conducted for fine-tuning Terramind-Base to detect methane in satellite images. It includes five distinct experiments along with their corresponding datasets. The attached Methane_benchmark_patches_summary_v3.xlsx file provides descriptions for every patch extracted from the Methane Benchmark Dataset (MBD) and defines the fold splits to ensure non-overlapping data. This Excel file is used by the runner scripts to partition the data, typically reserving one fold for testing.
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---
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base_model:
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- ibm-esa-geospatial/TerraMind-1.0-base
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pipeline_tag: graph-ml
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tags:
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- soil,
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- geospatial,
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---
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# FAST-EO Use Case 2 - Methane Detection
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This directory contains all data and code necessary to recreate experiments conducted for fine-tuning Terramind-Base to detect methane in satellite images. It includes five distinct experiments along with their corresponding datasets. The attached Methane_benchmark_patches_summary_v3.xlsx file provides descriptions for every patch extracted from the Methane Benchmark Dataset (MBD) and defines the fold splits to ensure non-overlapping data. This Excel file is used by the runner scripts to partition the data, typically reserving one fold for testing.
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