diff --git a/Version-3/src/__init__.py b/Version_2/core/__init__.py similarity index 100% rename from Version-3/src/__init__.py rename to Version_2/core/__init__.py diff --git a/Version_2 - Copy/core/__pycache__/__init__.cpython-313.pyc b/Version_2/core/__pycache__/__init__.cpython-313.pyc similarity index 100% rename from Version_2 - Copy/core/__pycache__/__init__.cpython-313.pyc rename to Version_2/core/__pycache__/__init__.cpython-313.pyc diff --git a/Version_2 - Copy/core/__pycache__/augmentations.cpython-313.pyc b/Version_2/core/__pycache__/augmentations.cpython-313.pyc similarity index 100% rename from Version_2 - Copy/core/__pycache__/augmentations.cpython-313.pyc rename to Version_2/core/__pycache__/augmentations.cpython-313.pyc diff --git a/Version_2 - Copy/core/__pycache__/data_loader.cpython-313.pyc b/Version_2/core/__pycache__/data_loader.cpython-313.pyc similarity index 100% rename from Version_2 - Copy/core/__pycache__/data_loader.cpython-313.pyc rename to Version_2/core/__pycache__/data_loader.cpython-313.pyc diff --git a/Version_2 - Copy/core/__pycache__/sam.cpython-313.pyc b/Version_2/core/__pycache__/sam.cpython-313.pyc similarity index 100% rename from Version_2 - Copy/core/__pycache__/sam.cpython-313.pyc rename to Version_2/core/__pycache__/sam.cpython-313.pyc diff --git a/Version_2 - Copy/core/augmentations.py b/Version_2/core/augmentations.py similarity index 100% rename from Version_2 - Copy/core/augmentations.py rename to Version_2/core/augmentations.py diff --git a/Version_2 - Copy/core/data_loader.py b/Version_2/core/data_loader.py similarity index 100% rename from Version_2 - Copy/core/data_loader.py rename to Version_2/core/data_loader.py diff --git a/Version_2 - Copy/core/sam.py b/Version_2/core/sam.py similarity index 100% rename from Version_2 - Copy/core/sam.py rename to Version_2/core/sam.py diff --git a/Version_2 - Copy/inference.py b/Version_2/inference.py similarity index 100% rename from Version_2 - Copy/inference.py rename to Version_2/inference.py diff --git a/Version_2 - Copy/main.py b/Version_2/main.py similarity index 100% rename from Version_2 - Copy/main.py rename to Version_2/main.py diff --git a/Version_2 - Copy/models/production_resnet_ema.pth b/Version_2/models/production_resnet_ema.pth similarity index 100% rename from Version_2 - Copy/models/production_resnet_ema.pth rename to Version_2/models/production_resnet_ema.pth diff --git a/Version-3/cli.py b/Version_3/cli.py similarity index 100% rename from Version-3/cli.py rename to Version_3/cli.py diff --git a/Version-3/models/SVM_model.pkl b/Version_3/models/SVM_model.pkl similarity index 100% rename from Version-3/models/SVM_model.pkl rename to Version_3/models/SVM_model.pkl diff --git a/Version-3/models/vectorizer.pkl b/Version_3/models/vectorizer.pkl similarity index 100% rename from Version-3/models/vectorizer.pkl rename to Version_3/models/vectorizer.pkl diff --git a/Version-3/outputs/2025-12-25_10-01-23/models/SVM_model.pkl b/Version_3/outputs/2025-12-25_10-01-23/models/SVM_model.pkl similarity index 100% rename from Version-3/outputs/2025-12-25_10-01-23/models/SVM_model.pkl rename to Version_3/outputs/2025-12-25_10-01-23/models/SVM_model.pkl diff --git a/Version-3/outputs/2025-12-25_10-01-23/models/vectorizer.pkl b/Version_3/outputs/2025-12-25_10-01-23/models/vectorizer.pkl similarity index 100% rename from Version-3/outputs/2025-12-25_10-01-23/models/vectorizer.pkl rename to Version_3/outputs/2025-12-25_10-01-23/models/vectorizer.pkl diff --git a/Version-3/outputs/2025-12-25_10-01-23/observations/DecisionTree_detailed_metrics.csv b/Version_3/outputs/2025-12-25_10-01-23/observations/DecisionTree_detailed_metrics.csv similarity index 100% rename from Version-3/outputs/2025-12-25_10-01-23/observations/DecisionTree_detailed_metrics.csv rename to Version_3/outputs/2025-12-25_10-01-23/observations/DecisionTree_detailed_metrics.csv diff --git a/Version-3/outputs/2025-12-25_10-01-23/observations/KNN_detailed_metrics.csv b/Version_3/outputs/2025-12-25_10-01-23/observations/KNN_detailed_metrics.csv similarity index 100% rename from Version-3/outputs/2025-12-25_10-01-23/observations/KNN_detailed_metrics.csv rename to Version_3/outputs/2025-12-25_10-01-23/observations/KNN_detailed_metrics.csv diff --git a/Version-3/outputs/2025-12-25_10-01-23/observations/LogisticRegression_detailed_metrics.csv b/Version_3/outputs/2025-12-25_10-01-23/observations/LogisticRegression_detailed_metrics.csv similarity index 100% rename from Version-3/outputs/2025-12-25_10-01-23/observations/LogisticRegression_detailed_metrics.csv rename to Version_3/outputs/2025-12-25_10-01-23/observations/LogisticRegression_detailed_metrics.csv diff --git a/Version-3/outputs/2025-12-25_10-01-23/observations/RandomForest_detailed_metrics.csv b/Version_3/outputs/2025-12-25_10-01-23/observations/RandomForest_detailed_metrics.csv similarity index 100% rename from Version-3/outputs/2025-12-25_10-01-23/observations/RandomForest_detailed_metrics.csv rename to Version_3/outputs/2025-12-25_10-01-23/observations/RandomForest_detailed_metrics.csv diff --git a/Version-3/outputs/2025-12-25_10-01-23/observations/SVM_detailed_metrics.csv b/Version_3/outputs/2025-12-25_10-01-23/observations/SVM_detailed_metrics.csv similarity index 100% rename from Version-3/outputs/2025-12-25_10-01-23/observations/SVM_detailed_metrics.csv rename to Version_3/outputs/2025-12-25_10-01-23/observations/SVM_detailed_metrics.csv diff --git a/Version-3/outputs/2025-12-25_10-01-23/observations/best_model_info.csv b/Version_3/outputs/2025-12-25_10-01-23/observations/best_model_info.csv similarity index 100% rename from Version-3/outputs/2025-12-25_10-01-23/observations/best_model_info.csv rename to Version_3/outputs/2025-12-25_10-01-23/observations/best_model_info.csv diff --git a/Version-3/outputs/2025-12-25_10-01-23/observations/best_parameters.csv b/Version_3/outputs/2025-12-25_10-01-23/observations/best_parameters.csv similarity index 100% rename from Version-3/outputs/2025-12-25_10-01-23/observations/best_parameters.csv rename to Version_3/outputs/2025-12-25_10-01-23/observations/best_parameters.csv diff --git a/Version-3/outputs/2025-12-25_10-01-23/observations/cross_validation_summary.csv b/Version_3/outputs/2025-12-25_10-01-23/observations/cross_validation_summary.csv similarity index 100% rename from Version-3/outputs/2025-12-25_10-01-23/observations/cross_validation_summary.csv rename to Version_3/outputs/2025-12-25_10-01-23/observations/cross_validation_summary.csv diff --git a/Version-3/outputs/2025-12-25_10-01-23/observations/model_comparison_summary.csv b/Version_3/outputs/2025-12-25_10-01-23/observations/model_comparison_summary.csv similarity index 100% rename from Version-3/outputs/2025-12-25_10-01-23/observations/model_comparison_summary.csv rename to Version_3/outputs/2025-12-25_10-01-23/observations/model_comparison_summary.csv diff --git a/Version-3/outputs/2025-12-25_10-01-23/observations/model_metadata.csv b/Version_3/outputs/2025-12-25_10-01-23/observations/model_metadata.csv similarity index 100% rename from Version-3/outputs/2025-12-25_10-01-23/observations/model_metadata.csv rename to Version_3/outputs/2025-12-25_10-01-23/observations/model_metadata.csv diff --git a/Version-3/outputs/2025-12-25_14-02-05/models/SVM_model.pkl b/Version_3/outputs/2025-12-25_14-02-05/models/SVM_model.pkl similarity index 100% rename from Version-3/outputs/2025-12-25_14-02-05/models/SVM_model.pkl rename to Version_3/outputs/2025-12-25_14-02-05/models/SVM_model.pkl diff --git a/Version-3/outputs/2025-12-25_14-02-05/models/vectorizer.pkl b/Version_3/outputs/2025-12-25_14-02-05/models/vectorizer.pkl similarity index 100% rename from Version-3/outputs/2025-12-25_14-02-05/models/vectorizer.pkl rename to Version_3/outputs/2025-12-25_14-02-05/models/vectorizer.pkl diff --git a/Version-3/outputs/2025-12-25_14-02-05/observations/best_model_info.csv b/Version_3/outputs/2025-12-25_14-02-05/observations/best_model_info.csv similarity index 100% rename from Version-3/outputs/2025-12-25_14-02-05/observations/best_model_info.csv rename to Version_3/outputs/2025-12-25_14-02-05/observations/best_model_info.csv diff --git a/Version-3/outputs/2025-12-25_14-02-05/observations/best_parameters.csv b/Version_3/outputs/2025-12-25_14-02-05/observations/best_parameters.csv similarity index 100% rename from Version-3/outputs/2025-12-25_14-02-05/observations/best_parameters.csv rename to Version_3/outputs/2025-12-25_14-02-05/observations/best_parameters.csv diff --git a/Version-3/outputs/2025-12-25_14-02-05/observations/cross_validation_summary.csv b/Version_3/outputs/2025-12-25_14-02-05/observations/cross_validation_summary.csv similarity index 100% rename from Version-3/outputs/2025-12-25_14-02-05/observations/cross_validation_summary.csv rename to Version_3/outputs/2025-12-25_14-02-05/observations/cross_validation_summary.csv diff --git a/Version-3/outputs/2025-12-25_14-02-05/observations/model_comparison_summary.csv b/Version_3/outputs/2025-12-25_14-02-05/observations/model_comparison_summary.csv similarity index 100% rename from Version-3/outputs/2025-12-25_14-02-05/observations/model_comparison_summary.csv rename to Version_3/outputs/2025-12-25_14-02-05/observations/model_comparison_summary.csv diff --git a/Version-3/outputs/2025-12-25_14-02-05/observations/model_metadata.csv b/Version_3/outputs/2025-12-25_14-02-05/observations/model_metadata.csv similarity index 100% rename from Version-3/outputs/2025-12-25_14-02-05/observations/model_metadata.csv rename to Version_3/outputs/2025-12-25_14-02-05/observations/model_metadata.csv diff --git a/Version-3/requirements.txt b/Version_3/requirements.txt similarity index 100% rename from Version-3/requirements.txt rename to Version_3/requirements.txt diff --git a/Version-3/src/pipeline/__init__.py b/Version_3/src/__init__.py similarity index 100% rename from Version-3/src/pipeline/__init__.py rename to Version_3/src/__init__.py diff --git a/Version-3/src/__pycache__/__init__.cpython-313.pyc b/Version_3/src/__pycache__/__init__.cpython-313.pyc similarity index 100% rename from Version-3/src/__pycache__/__init__.cpython-313.pyc rename to Version_3/src/__pycache__/__init__.cpython-313.pyc diff --git a/Version-3/src/components/data_ingestion.py b/Version_3/src/components/data_ingestion.py similarity index 100% rename from Version-3/src/components/data_ingestion.py rename to Version_3/src/components/data_ingestion.py diff --git a/Version-3/src/components/data_transformation.py b/Version_3/src/components/data_transformation.py similarity index 100% rename from Version-3/src/components/data_transformation.py rename to Version_3/src/components/data_transformation.py diff --git a/Version-3/src/components/model_training.py b/Version_3/src/components/model_training.py similarity index 100% rename from Version-3/src/components/model_training.py rename to Version_3/src/components/model_training.py diff --git a/Version-3/src/config/__pycache__/config.cpython-313.pyc b/Version_3/src/config/__pycache__/config.cpython-313.pyc similarity index 100% rename from Version-3/src/config/__pycache__/config.cpython-313.pyc rename to Version_3/src/config/__pycache__/config.cpython-313.pyc diff --git a/Version-3/src/config/config.py b/Version_3/src/config/config.py similarity index 100% rename from Version-3/src/config/config.py rename to Version_3/src/config/config.py diff --git a/Version-3/src/utils/__init__.py b/Version_3/src/pipeline/__init__.py similarity index 100% rename from Version-3/src/utils/__init__.py rename to Version_3/src/pipeline/__init__.py diff --git a/Version-3/src/pipeline/__pycache__/__init__.cpython-313.pyc b/Version_3/src/pipeline/__pycache__/__init__.cpython-313.pyc similarity index 100% rename from Version-3/src/pipeline/__pycache__/__init__.cpython-313.pyc rename to Version_3/src/pipeline/__pycache__/__init__.cpython-313.pyc diff --git a/Version-3/src/pipeline/__pycache__/prediction_pipeline.cpython-313.pyc b/Version_3/src/pipeline/__pycache__/prediction_pipeline.cpython-313.pyc similarity index 100% rename from Version-3/src/pipeline/__pycache__/prediction_pipeline.cpython-313.pyc rename to Version_3/src/pipeline/__pycache__/prediction_pipeline.cpython-313.pyc diff --git a/Version-3/src/pipeline/prediction_pipeline.py b/Version_3/src/pipeline/prediction_pipeline.py similarity index 100% rename from Version-3/src/pipeline/prediction_pipeline.py rename to Version_3/src/pipeline/prediction_pipeline.py diff --git a/Version-3/src/pipeline/training_pipeline.py b/Version_3/src/pipeline/training_pipeline.py similarity index 100% rename from Version-3/src/pipeline/training_pipeline.py rename to Version_3/src/pipeline/training_pipeline.py diff --git a/Version_2 - Copy/core/__init__.py b/Version_3/src/utils/__init__.py similarity index 100% rename from Version_2 - Copy/core/__init__.py rename to Version_3/src/utils/__init__.py diff --git a/Version-3/src/utils/__pycache__/__init__.cpython-313.pyc b/Version_3/src/utils/__pycache__/__init__.cpython-313.pyc similarity index 100% rename from Version-3/src/utils/__pycache__/__init__.cpython-313.pyc rename to Version_3/src/utils/__pycache__/__init__.cpython-313.pyc diff --git a/Version-3/src/utils/__pycache__/email_utils.cpython-313.pyc b/Version_3/src/utils/__pycache__/email_utils.cpython-313.pyc similarity index 100% rename from Version-3/src/utils/__pycache__/email_utils.cpython-313.pyc rename to Version_3/src/utils/__pycache__/email_utils.cpython-313.pyc diff --git a/Version-3/src/utils/__pycache__/logger.cpython-313.pyc b/Version_3/src/utils/__pycache__/logger.cpython-313.pyc similarity index 100% rename from Version-3/src/utils/__pycache__/logger.cpython-313.pyc rename to Version_3/src/utils/__pycache__/logger.cpython-313.pyc diff --git a/Version-3/src/utils/__pycache__/state.cpython-313.pyc b/Version_3/src/utils/__pycache__/state.cpython-313.pyc similarity index 100% rename from Version-3/src/utils/__pycache__/state.cpython-313.pyc rename to Version_3/src/utils/__pycache__/state.cpython-313.pyc diff --git a/Version-3/src/utils/email_utils.py b/Version_3/src/utils/email_utils.py similarity index 100% rename from Version-3/src/utils/email_utils.py rename to Version_3/src/utils/email_utils.py diff --git a/Version-3/src/utils/logger.py b/Version_3/src/utils/logger.py similarity index 100% rename from Version-3/src/utils/logger.py rename to Version_3/src/utils/logger.py diff --git a/Version-3/src/utils/state.py b/Version_3/src/utils/state.py similarity index 100% rename from Version-3/src/utils/state.py rename to Version_3/src/utils/state.py diff --git a/Version-3/src/utils/utils.py b/Version_3/src/utils/utils.py similarity index 100% rename from Version-3/src/utils/utils.py rename to Version_3/src/utils/utils.py