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README.md

@@ -1,11 +1,3 @@
----
-base_model:
-- ibm-esa-geospatial/TerraMind-1.0-base
-pipeline_tag: image-classification
-tags:
-- geospatial,
-- methane,
----
 # FAST-EO Use Case 2 - Methane Detection
 
 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.

classification/checkpoints/fold1/best_test_metrics.csv

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+Accuracy,Specificity,Sensitivity,F1 Score,MCC,TP,TN,FP,FN
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classification/checkpoints/fold1/best_test_outputs.csv

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classification/checkpoints/fold1/final_test_metrics.csv

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+Accuracy,Specificity,Sensitivity,F1 Score,MCC,TP,TN,FP,FN
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classification/checkpoints/fold1/final_test_outputs.csv

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classification/checkpoints/fold1/train_val_losses_metrics.csv

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classification/checkpoints/fold3/train_val_losses_metrics.csv

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intuition1_classification_finetuning/checkpoints/fold2/base_final_test_metrics.csv

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