{ "class_definitions": { "background": { "class_id": 0, "pixel_value": 0, "name": "background", "description": "Background regions without methane plumes, including ice block and ambient environment", "color_rgb": [0, 0, 0] }, "control_diet": { "class_id": 1, "pixel_value": 1, "name": "control_diet", "description": "Methane plumes from control diet (50:50 forage to concentrate ratio)", "gc_range_ppm": "166-171", "diet_composition": { "forage_percentage": 50, "concentrate_percentage": 50, "description": "Standard dairy cow diet with balanced forage to concentrate ratio" }, "color_rgb": [255, 0, 0] }, "low_forage_diet": { "class_id": 2, "pixel_value": 3, "name": "low_forage_diet", "description": "Methane plumes from low forage diet (20:80 forage to concentrate ratio)", "gc_range_ppm": "300-334", "diet_composition": { "forage_percentage": 20, "concentrate_percentage": 80, "description": "High-concentrate diet with reduced forage content" }, "color_rgb": [0, 255, 0] }, "high_forage_diet": { "class_id": 3, "pixel_value": 2, "name": "high_forage_diet", "description": "Methane plumes from high forage diet (80:20 forage to concentrate ratio)", "gc_range_ppm": "457-510", "diet_composition": { "forage_percentage": 80, "concentrate_percentage": 20, "description": "High-forage diet with minimal concentrate supplementation" }, "color_rgb": [0, 0, 255] } }, "excluded_classes": { "control_bromoform": { "description": "Control diet with bromoform addition (0.14 mg/L)", "gc_range_ppm": "~1.41", "exclusion_reason": "Methane concentration below OGI camera detection limit due to bromoform inhibition" } }, "class_mapping": { "0": "background", "1": "control_diet", "2": "low_forage_diet", "3": "high_forage_diet" }, "pixel_to_class_mapping": { "0": 0, "1": 1, "2": 3, "3": 2 }, "total_classes": 4, "annotation_format": "Binary masks with pixel values 0-3 corresponding to class IDs", "validation_method": "Gas Chromatography (GC) concentration measurements", "notes": { "concentration_correlation": "Class assignments based on measured GC concentration ranges from corresponding dietary treatments", "mask_generation": "Automated pipeline with background subtraction, thresholding, and watershed segmentation", "quality_assurance": "Manual verification of automated mask generation results", "pixel_value_discrepancy": "Class IDs follow paper numbering (Class 2=Low Forage, Class 3=High Forage), but pixel values in masks are swapped (Low Forage=3, High Forage=2). Dataset loader handles this conversion automatically." } }