diff --git a/inference_propainter.py b/inference_propainter.py
index 4d7f92f..b093954 100644
--- a/inference_propainter.py
+++ b/inference_propainter.py
@@ -49,10 +49,16 @@ def resize_frames(frames, size=None):
 def read_frame_from_videos(frame_root):
     if frame_root.endswith(('mp4', 'mov', 'avi', 'MP4', 'MOV', 'AVI')): # input video path
         video_name = os.path.basename(frame_root)[:-4]
-        vframes, aframes, info = torchvision.io.read_video(filename=frame_root, pts_unit='sec') # RGB
-        frames = list(vframes.numpy())
-        frames = [Image.fromarray(f) for f in frames]
-        fps = info['video_fps']
+        # torchvision.io.read_video was removed in torchvision >= 0.23 — read via cv2
+        cap = cv2.VideoCapture(frame_root)
+        fps = cap.get(cv2.CAP_PROP_FPS) or 24
+        frames = []
+        while True:
+            ok, frame = cap.read()
+            if not ok:
+                break
+            frames.append(Image.fromarray(cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)))
+        cap.release()
     else:
         video_name = os.path.basename(frame_root)
         frames = []