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fix syntax error
Browse files- src/data.py +6 -10
src/data.py
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@@ -6,13 +6,11 @@ from . import config
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def balance_dataset(df):
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This ensures the model sees an equal number of examples for each lesion type.
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"""
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print("Balancing dataset (Upsampling)...")
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# 1. Find the maximum class count
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@@ -43,9 +41,7 @@ def balance_dataset(df):
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def load_metadata(limit=None, balance=True):
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Loads CSV, parses classes, prepares file paths, and optionally balances data.
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"""
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print("Loading Metadata...")
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if not os.path.exists(config.CSV_PATH):
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raise FileNotFoundError(f"CSV not found at {config.CSV_PATH}")
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def balance_dataset(df):
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#NOT USED CURRENTLY because we augment the dataset.
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#Upsamples minority classes to match the count of the majority class.
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#This ensures the model sees an equal number of examples for each lesion type.
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print("Balancing dataset (Upsampling)...")
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# 1. Find the maximum class count
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def load_metadata(limit=None, balance=True):
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#Loads CSV, parses classes, prepares file paths, and optionally balances data.
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print("Loading Metadata...")
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if not os.path.exists(config.CSV_PATH):
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raise FileNotFoundError(f"CSV not found at {config.CSV_PATH}")
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