diff --git a/SuperBuild/CMakeLists.txt b/SuperBuild/CMakeLists.txt
index 4cd2b367..d87649ca 100644
--- a/SuperBuild/CMakeLists.txt
+++ b/SuperBuild/CMakeLists.txt
@@ -194,7 +194,7 @@ externalproject_add(dem2points
 externalproject_add(odm_orthophoto
     DEPENDS           opencv 
     GIT_REPOSITORY    https://github.com/OpenDroneMap/odm_orthophoto.git
-    GIT_TAG           288a
+    GIT_TAG           288b
     PREFIX            ${SB_BINARY_DIR}/odm_orthophoto
     SOURCE_DIR        ${SB_SOURCE_DIR}/odm_orthophoto
     CMAKE_ARGS        -DCMAKE_INSTALL_PREFIX:PATH=${SB_INSTALL_DIR}
diff --git a/opendm/orthophoto.py b/opendm/orthophoto.py
index d2d30bbc..a058117e 100644
--- a/opendm/orthophoto.py
+++ b/opendm/orthophoto.py
@@ -56,6 +56,9 @@ def generate_png(orthophoto_file, output_file=None, outsize=None):
             red = bands.get(gdal.GCI_RedBand)
             green = bands.get(gdal.GCI_GreenBand)
             blue = bands.get(gdal.GCI_BlueBand)
+            if red is None or green is None or blue is None:
+                raise Exception("Cannot find bands")
+
             bandparam = "-b %s -b %s -b %s -a_nodata 0" % (red, green, blue)
         except:
             bandparam = "-b 1 -b 2 -b 3 -a_nodata 0"
diff --git a/opendm/types.py b/opendm/types.py
index 7ce99321..9bc06ad8 100644
--- a/opendm/types.py
+++ b/opendm/types.py
@@ -26,6 +26,7 @@ class ODM_Reconstruction(object):
         self.georef = None
         self.gcp = None
         self.multi_camera = self.detect_multi_camera()
+        self.filter_photos()
 
     def detect_multi_camera(self):
         """
@@ -64,6 +65,29 @@ class ODM_Reconstruction(object):
 
         return None
 
+    def filter_photos(self):
+        if not self.multi_camera:
+            return # Nothing to do, use all images
+        
+        else:
+            # Sometimes people might try process both RGB + Blue/Red/Green bands
+            # because these are the contents of the SD card from a drone (e.g. DJI P4 Multispectral)
+            # But we don't want to process both, so we discard the RGB files in favor
+            bands = {}
+            for b in self.multi_camera:
+                bands[b['name'].lower()] = b['name']
+
+            if ('rgb' in bands or 'redgreenblue' in bands) and \
+                ('red' in bands and 'green' in bands and 'blue' in bands):
+                band_to_remove = bands['rgb'] if 'rgb' in bands else bands['redgreenblue']
+
+                self.multi_camera = [b for b in self.multi_camera if b['name'] != band_to_remove]
+                photos_before = len(self.photos)
+                self.photos = [p for p in self.photos if p.band_name != band_to_remove]
+                photos_after = len(self.photos)
+
+                log.ODM_WARNING("RGB images detected alongside individual Red/Green/Blue images, we will use individual bands (skipping %s images)" % (photos_before - photos_after))
+
     def is_georeferenced(self):
         return self.georef is not None
 
diff --git a/stages/odm_orthophoto.py b/stages/odm_orthophoto.py
index 62f0be34..a15e9728 100644
--- a/stages/odm_orthophoto.py
+++ b/stages/odm_orthophoto.py
@@ -42,6 +42,7 @@ class ODMOrthoPhotoStage(types.ODM_Stage):
                 'corners': tree.odm_orthophoto_corners,
                 'res': resolution,
                 'bands': '',
+                'depth_idx': '',
                 'verbose': verbose
             }
 
@@ -62,6 +63,21 @@ class ODMOrthoPhotoStage(types.ODM_Stage):
                         subdir = band['name'].lower()
                     models.append(os.path.join(base_dir, subdir, model_file))
                 kwargs['bands'] = '-bands %s' % (','.join([double_quote(b['name']) for b in reconstruction.multi_camera]))
+
+                # If a RGB band is present, 
+                # use bit depth of the first non-RGB band
+                depth_idx = None
+                all_bands = [b['name'].lower() for b in reconstruction.multi_camera]
+                for b in ['rgb', 'redgreenblue']:
+                    if b in all_bands:
+                        for idx in range(len(all_bands)):
+                            if all_bands[idx] != b:
+                                depth_idx = idx
+                                break
+                        break
+                
+                if depth_idx is not None:
+                    kwargs['depth_idx'] = '-outputDepthIdx %s' % depth_idx
             else:
                 models.append(os.path.join(base_dir, model_file))
 
@@ -70,7 +86,7 @@ class ODMOrthoPhotoStage(types.ODM_Stage):
             # run odm_orthophoto
             system.run('"{odm_ortho_bin}" -inputFiles {models} '
                        '-logFile "{log}" -outputFile "{ortho}" -resolution {res} {verbose} '
-                       '-outputCornerFile "{corners}" {bands}'.format(**kwargs))
+                       '-outputCornerFile "{corners}" {bands} {depth_idx}'.format(**kwargs))
 
             # Create georeferenced GeoTiff
             geotiffcreated = False