diff --git a/crates/re_space_view_spatial/src/parts/entity_iterator.rs b/crates/re_space_view_spatial/src/parts/entity_iterator.rs
index 6946a1a1ba38..6879ee7e1c77 100644
--- a/crates/re_space_view_spatial/src/parts/entity_iterator.rs
+++ b/crates/re_space_view_spatial/src/parts/entity_iterator.rs
@@ -3,12 +3,16 @@ use re_query::{query_archetype_with_history, ArchetypeView, QueryError};
 use re_renderer::DepthOffset;
 use re_types::Archetype;
 use re_viewer_context::{
-    NamedViewSystem, SpaceViewSystemExecutionError, ViewContextCollection, ViewQuery, ViewerContext,
+    NamedViewSystem, SpaceViewClass, SpaceViewSystemExecutionError, ViewContextCollection,
+    ViewQuery, ViewerContext,
 };
 
-use crate::contexts::{
-    AnnotationSceneContext, EntityDepthOffsets, PrimitiveCounter, SharedRenderBuilders,
-    SpatialSceneEntityContext, TransformContext,
+use crate::{
+    contexts::{
+        AnnotationSceneContext, EntityDepthOffsets, PrimitiveCounter, SharedRenderBuilders,
+        SpatialSceneEntityContext, TransformContext,
+    },
+    SpatialSpaceView3D,
 };
 
 /// Iterates through all entity views for a given archetype.
@@ -39,7 +43,18 @@ where
     let counter = view_ctx.get::<PrimitiveCounter>()?;
 
     for (ent_path, props) in query.iter_entities_for_system(System::name()) {
-        let Some(world_from_entity) = transforms.reference_from_entity(ent_path) else {
+        // The transform that considers pinholes only makes sense if this is a 3D space-view
+        let world_from_entity = if view_ctx.space_view_class_name() == SpatialSpaceView3D.name() {
+            transforms.reference_from_entity(ent_path)
+        } else {
+            transforms.reference_from_entity_ignoring_pinhole(
+                ent_path,
+                &ctx.store_db.entity_db.data_store,
+                &query.latest_at_query(),
+            )
+        };
+
+        let Some(world_from_entity) = world_from_entity else {
             continue;
         };
         let entity_context = SpatialSceneEntityContext {
diff --git a/crates/re_space_view_spatial/src/parts/images.rs b/crates/re_space_view_spatial/src/parts/images.rs
index c5a0783effac..c5eba134cb9d 100644
--- a/crates/re_space_view_spatial/src/parts/images.rs
+++ b/crates/re_space_view_spatial/src/parts/images.rs
@@ -30,7 +30,7 @@ use crate::{
     parts::SIZE_BOOST_IN_POINTS_FOR_POINT_OUTLINES,
     query_pinhole,
     view_kind::SpatialSpaceViewKind,
-    SpatialSpaceView2D,
+    SpatialSpaceView2D, SpatialSpaceView3D,
 };
 
 use super::{entity_iterator::process_archetype_views, SpatialViewPartData};
@@ -214,7 +214,13 @@ impl ImagesPart {
     ) -> Result<(), QueryError> {
         re_tracing::profile_function!();
 
-        let parent_pinhole_path = transforms.parent_pinhole(ent_path);
+        // Parent pinhole should only be relevant to 3D views
+        let parent_pinhole_path = if ent_context.space_view_class_name == SpatialSpaceView3D.name()
+        {
+            transforms.parent_pinhole(ent_path)
+        } else {
+            None
+        };
 
         // If this isn't an image, return
         // TODO(jleibs): The ArchetypeView should probably do this for us.
@@ -323,7 +329,13 @@ impl ImagesPart {
         }
         let meaning = TensorDataMeaning::Depth;
 
-        let parent_pinhole_path = transforms.parent_pinhole(ent_path);
+        // Parent pinhole should only be relevant to 3D views
+        let parent_pinhole_path = if ent_context.space_view_class_name == SpatialSpaceView3D.name()
+        {
+            transforms.parent_pinhole(ent_path)
+        } else {
+            None
+        };
 
         // Instance ids of tensors refer to entries inside the tensor.
         for (tensor, color, draw_order) in itertools::izip!(
@@ -439,7 +451,13 @@ impl ImagesPart {
     ) -> Result<(), QueryError> {
         re_tracing::profile_function!();
 
-        let parent_pinhole_path = transforms.parent_pinhole(ent_path);
+        // Parent pinhole should only be relevant to 3D views
+        let parent_pinhole_path = if ent_context.space_view_class_name == SpatialSpaceView3D.name()
+        {
+            transforms.parent_pinhole(ent_path)
+        } else {
+            None
+        };
 
         // If this isn't an image, return
         // TODO(jleibs): The ArchetypeView should probably to this for us.