fix: use pyav to save video

pyproject.toml

@@ -42,6 +42,7 @@ pytube = "15.0.0"
 anthropic = "^0.31.0"
 pydantic = "2.7.4"
 eva-decord = "^0.6.1"
+av = "^11.0.0"
 
 [tool.poetry.group.dev.dependencies]
 autoflake = "1.*"

vision_agent/tools/tools.py

@@ -1518,7 +1518,9 @@ def save_video(
  raise ValueError(f"fps must be greater than 0 got {fps}")
 
  if output_video_path is None:
- output_video_path = tempfile.NamedTemporaryFile(delete=False).name
+ output_video_path = tempfile.NamedTemporaryFile(
+ delete=False, suffix=".mp4"
+ ).name
 
  output_video_path = video_writer(frames, fps, output_video_path)
  _save_video_to_result(output_video_path)

vision_agent/utils/video.py

@@ -5,6 +5,7 @@
 from typing import List, Optional, Tuple
 
 import cv2
+import av # type: ignore
 import numpy as np
 from decord import VideoReader # type: ignore
 
@@ -43,18 +44,36 @@ def play_video(video_base64: str) -> None:
  cv2.destroyAllWindows()
 
 
+def _resize_frame(frame: np.ndarray) -> np.ndarray:
+ height, width = frame.shape[:2]
+ new_width = width - (width % 2)
+ new_height = height - (height % 2)
+ return cv2.resize(frame, (new_width, new_height))
+
+
 def video_writer(
  frames: List[np.ndarray], fps: float = 1.0, filename: Optional[str] = None
 ) -> str:
  if filename is None:
  filename = tempfile.NamedTemporaryFile(delete=False, suffix=".mp4").name
-
- fourcc = cv2.VideoWriter_fourcc(*"mp4v") # type: ignore
+ container = av.open(filename, mode="w")
+ stream = container.add_stream("h264", rate=fps)
  height, width = frames[0].shape[:2]
- writer = cv2.VideoWriter(filename, fourcc, fps, (width, height))
+ stream.height = height - (height % 2)
+ stream.width = width - (width % 2)
+ stream.pix_fmt = "yuv420p"
  for frame in frames:
- writer.write(cv2.cvtColor(frame, cv2.COLOR_RGB2BGR))
- writer.release()
+ # Remove the alpha channel (convert RGBA to RGB)
+ frame_rgb = frame[:, :, :3]
+ # Resize the frame to make dimensions divisible by 2
+ frame_rgb = _resize_frame(frame_rgb)
+ av_frame = av.VideoFrame.from_ndarray(frame_rgb, format="rgb24")
+ for packet in stream.encode(av_frame):
+ container.mux(packet)
+
+ for packet in stream.encode():
+ container.mux(packet)
+ container.close()
  return filename