diff --git a/src/mednet/libs/common/models/normalizer.py b/src/mednet/libs/common/models/normalizer.py
index 2eccf0511239d1557557ce6ad16b888291040f2a..cc15adecdeb1176e0d89d35c0b3f0abb16e961e0 100644
--- a/src/mednet/libs/common/models/normalizer.py
+++ b/src/mednet/libs/common/models/normalizer.py
@@ -35,17 +35,6 @@ def make_z_normalizer(
 
     # Peek the number of channels of batches in the data loader
     batch = next(iter(dataloader))
-
-    # Ensure targets are ints
-    try:
-        target = batch[1]["target"][0].item()
-        if not isinstance(target, int):
-            logger.info("Targets are not Integer type, skipping z-normalization.")
-            return None
-    except RuntimeError:
-        logger.info("Targets are not Integer type, skipping z-normalization.")
-        return None
-
     channels = batch[0].shape[1]
 
     # Initialises accumulators