diff --git a/configure.ac b/configure.ac
index 87a0819f..28bf4014 100644
--- a/configure.ac
+++ b/configure.ac
@@ -5,7 +5,7 @@ dnl please read gstreamer/docs/random/autotools before changing this file
 dnl initialize autoconf
 dnl releases only do -Wall, git and prerelease does -Werror too
 dnl use a three digit version number for releases, and four for git/pre
-AC_INIT([GStreamer Inference],[0.7.0.1],[https://github.com/RidgeRun/gst-inference/issues],[gst-inference])
+AC_INIT([GStreamer Inference],[0.7.1.1],[https://github.com/RidgeRun/gst-inference/issues],[gst-inference])
 
 AG_GST_INIT
 
@@ -288,7 +288,7 @@ if test "$USE_OPENCV" = "yes"; then
 fi
 
 dnl *** r2inference ***
-R2INFERENCE_REQ=0.4.0
+R2INFERENCE_REQ=0.4.1
 AG_GST_CHECK_FEATURE(R2INFERENCE, [RidgeRun\'s Inference Framework], r2inference, [
   AG_GST_PKG_CHECK_MODULES(R2INFERENCE, r2inference-0.0 >= $R2INFERENCE_REQ)
 ],[],[],[
diff --git a/gst-libs/gst/r2inference/gstbackend.cc b/gst-libs/gst/r2inference/gstbackend.cc
index 018acb3b..51c8d381 100644
--- a/gst-libs/gst/r2inference/gstbackend.cc
+++ b/gst-libs/gst/r2inference/gstbackend.cc
@@ -454,8 +454,8 @@ gst_backend_process_frame (GstBackend *self, GstVideoFrame *input_frame,
   *prediction_size = prediction->GetResultSize ();
 
   /*could we avoid memory copy ?*/
-  *prediction_data = g_malloc(*prediction_size * sizeof(gfloat));
-  memcpy(*prediction_data, prediction->GetResultData(), *prediction_size * sizeof(gfloat));
+  *prediction_data = g_malloc(*prediction_size);
+  memcpy(*prediction_data, prediction->GetResultData(), *prediction_size);
 
   GST_LOG_OBJECT (self, "Size of prediction %p is %lu",
                   *prediction_data, *prediction_size);
diff --git a/gst-libs/gst/r2inference/gstinferencepostprocess.c b/gst-libs/gst/r2inference/gstinferencepostprocess.c
index fa3cc0aa..328456cf 100644
--- a/gst-libs/gst/r2inference/gstinferencepostprocess.c
+++ b/gst-libs/gst/r2inference/gstinferencepostprocess.c
@@ -51,7 +51,7 @@ gst_fill_classification_meta (GstClassificationMeta * class_meta,
   g_return_val_if_fail (class_meta != NULL, FALSE);
   g_return_val_if_fail (prediction != NULL, FALSE);
 
-  class_meta->num_labels = predsize;
+  class_meta->num_labels = predsize / sizeof (gfloat);
   class_meta->label_probs =
       g_malloc (class_meta->num_labels * sizeof (gdouble));
   for (gint i = 0; i < class_meta->num_labels; ++i) {
@@ -300,7 +300,7 @@ gst_create_class_from_prediction (GstVideoInference * vi,
 
   g_return_val_if_fail (vi != NULL, NULL);
 
-  num_classes = predsize;
+  num_classes = predsize / sizeof (gfloat);
 
   /* FIXME: This is just dumb */
   if (sizeof (gfloat) != sizeof (gdouble)) {