From 61c68365d2f29b45366d338205d343dc2665b491 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jukka=20Sepp=C3=A4nen?=
 <40791699+kijai@users.noreply.github.com>
Date: Sun, 14 Sep 2025 17:35:55 +0300
Subject: [PATCH] Fix dimension ordering in HuMo reference images processing

---
 HuMo/nodes.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/HuMo/nodes.py b/HuMo/nodes.py
index 45f7f87..1bb15a5 100644
--- a/HuMo/nodes.py
+++ b/HuMo/nodes.py
@@ -209,7 +209,7 @@ class HuMoEmbeds:
         num_refs = 0
         if reference_images is not None:
             if reference_images.shape[1] != height or reference_images.shape[2] != width:
-                reference_images_in = common_upscale(reference_images.movedim(-1, 1), width, height, "lanczos", "disabled").movedim(-1, 1)
+                reference_images_in = common_upscale(reference_images.movedim(-1, 1), width, height, "lanczos", "disabled").movedim(1, -1)
             else:
                 reference_images_in = reference_images
             samples, = WanVideoEncodeLatentBatch.encode(self, vae, reference_images_in, tiled_vae, None, None, None, None)
@@ -262,4 +262,4 @@ NODE_CLASS_MAPPINGS = {
 NODE_DISPLAY_NAME_MAPPINGS = {
     "WhisperModelLoader": "Whisper Model Loader",
     "HuMoEmbeds": "HuMo Embeds",
-}
\ No newline at end of file
+}