v4 replaces v2: root weights removed (v2 kept under v2/)

backbone.pt

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feature_columns.joblib

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feature_scaler_LightGBM.joblib

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feature_scaler_RandomForest.joblib

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feature_scaler_XGBoost.joblib

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label_encoder.joblib

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meta.json

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-{
-  "arch": "vitb14",
-  "hub_name": "dinov2_vitb14_reg",
-  "emb_dim": 768,
-  "classes": [
-    "root_cap",
-    "epidermis",
-    "exodermis",
-    "cortex",
-    "endodermis",
-    "pericycle",
-    "xylem",
-    "phloem",
-    "stele"
-  ],
-  "best_epoch": 11,
-  "best_val_acc": 0.8455103179029559,
-  "unfreeze_blocks": 12,
-  "min_confidence": 0.6,
-  "val_images": [
-    "EarlyMaturation2_Ecrusgalli_RootTip_AO_09.aivia.tif",
-    "Fanomila_RootTip_AO_03.aivia.tif",
-    "Maturation2_Agraveolens_RootTip_AO_Position25.aivia.tif",
-    "Maturation2_Dcaryophyllus_5Agarose_RootTip_AO_09.aivia.tif",
-    "Maturation2_Ecrusgalli_RootTip_AO_14.aivia.tif",
-    "Maturation2_Nattenuata_RootTip_AO_02_Crop.aivia.tif",
-    "Maturation2_Sbicolor_RootTip_AO_03.aivia.tif",
-    "Maturation3_Cmaxima_RootTip_AO_12.aivia.tif",
-    "Maturation3_Tglabra_5Agarose_AO_04 - Projected.aivia.tif",
-    "Mature1_Outlined_Inil_RootTip_AO_9.aivia.tif",
-    "Mature1_Trepens_RootTip_AO_2.aivia.tif",
-    "Mature1_Turgidum_RootTip_AO_8.aivia.tif",
-    "Mature2_Trepens_RootTip_AO_8.aivia.tif",
-    "Mature3_Inil_RootTip_AO_2.aivia.tif",
-    "Mature3_Trepens_RootTip_AO_9.aivia.tif",
-    "Meristem1_Psativum_RootTip_AO_16.aivia.tif",
-    "Meristem2_Toccidentale_RootTip_AO_6.aivia.tif",
-    "Meristem3_Turgidum_RootTip_AO_9.aivia.tif",
-    "Sarcanum_Meristem1.aivia.tif",
-    "Sarcanum_Meristem3.aivia.tif"
-  ]
-}

model_LightGBM.joblib

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model_RandomForest.joblib

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model_XGBoost.joblib

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