diff --git a/CHANGELOG.md b/CHANGELOG.md
index ba17b476d38732..2b6e2359cbc9b3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -541,7 +541,10 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 - Removed `FitLoop.current_epoch` getter and setter ([#11562](https://github.com/PyTorchLightning/pytorch-lightning/pull/11562))
 
 
- - Removed access to `_short_id` in `NeptuneLogger` ([#11517](https://github.com/PyTorchLightning/pytorch-lightning/pull/11517))
+- Removed access to `_short_id` in `NeptuneLogger` ([#11517](https://github.com/PyTorchLightning/pytorch-lightning/pull/11517))
+
+
+- Removed `log_text` and `log_image` from the `LightningLoggerBase` API ([#11857](https://github.com/PyTorchLightning/pytorch-lightning/pull/11857))
 
 
 ### Fixed
diff --git a/pytorch_lightning/loggers/base.py b/pytorch_lightning/loggers/base.py
index 269066a044f7c1..ecff39bf923aec 100644
--- a/pytorch_lightning/loggers/base.py
+++ b/pytorch_lightning/loggers/base.py
@@ -190,20 +190,6 @@ def log_graph(self, model: "pl.LightningModule", input_array=None) -> None:
         """
         pass
 
-    def log_text(self, *args, **kwargs) -> None:
-        """Log text.
-
-        Arguments are directly passed to the logger.
-        """
-        raise NotImplementedError
-
-    def log_image(self, *args, **kwargs) -> None:
-        """Log image.
-
-        Arguments are directly passed to the logger.
-        """
-        raise NotImplementedError
-
     def save(self) -> None:
         """Save log data."""
         self._finalize_agg_metrics()