diff --git a/.gitattributes b/.gitattributes
index 95ec8b3d8..12ba24348 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -15,6 +15,3 @@ model_zoo/ECG2AF/km.jpg filter=lfs diff=lfs merge=lfs -text
 model_zoo/ECG2AF/study_design.jpg filter=lfs diff=lfs merge=lfs -text
 model_zoo/ECG2AF/architecture.png filter=lfs diff=lfs merge=lfs -text
 model_zoo/ECG2AF/salience.jpg filter=lfs diff=lfs merge=lfs -text
-model_zoo/cardiac_mri_derived_left_ventricular_mass/Lreg.png filter=lfs diff=lfs merge=lfs -text
-model_zoo/cardiac_mri_derived_left_ventricular_mass/Lseg.png filter=lfs diff=lfs merge=lfs -text
-model_zoo/cardiac_mri_derived_left_ventricular_mass/architecture_graph_sax_diastole_segment_no_flat.png filter=lfs diff=lfs merge=lfs -text
diff --git a/model_zoo/cardiac_mri_derived_left_ventricular_mass/Lreg.png b/model_zoo/cardiac_mri_derived_left_ventricular_mass/Lreg.png
index 12432c0a6..142eeee92 100644
Binary files a/model_zoo/cardiac_mri_derived_left_ventricular_mass/Lreg.png and b/model_zoo/cardiac_mri_derived_left_ventricular_mass/Lreg.png differ