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Merge 320fcfa29b into b08debceca
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b78377b6f7
@ -251,7 +251,12 @@ class BriaRemoveVideoBackground(IO.ComfyNode):
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node_id="BriaRemoveVideoBackground",
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display_name="Bria Remove Video Background",
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category="partner/video/Bria",
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description="Remove the background from a video using Bria. ",
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description="Remove the background from a video using Bria. Pick a color to composite "
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"the foreground over a solid background (returns an MP4), or pick 'Transparent' to get "
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"a WebM/VP9 video with a real alpha channel. For per-frame compositing (images + mask "
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"sockets) or saving the transparent result to disk with alpha preserved, use 'Bria "
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"Remove Video Background (Transparent)' instead -- Save Video currently writes to .mp4 "
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"by default, which drops the VP9 alpha plane.",
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inputs=[
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IO.Video.Input("video"),
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IO.Combo.Input(
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@ -267,8 +272,13 @@ class BriaRemoveVideoBackground(IO.ComfyNode):
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"Cyan",
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"Magenta",
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"Orange",
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"Transparent",
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],
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tooltip="Background color for the output video.",
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default="Black",
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tooltip="Background color for the output video. Colors composite the "
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"foreground over a solid background and return an MP4. 'Transparent' returns "
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"a WebM/VP9 video with an alpha channel; for per-frame compositing or saving "
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"the alpha to disk, use 'Bria Remove Video Background (Transparent)' instead.",
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),
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IO.Int.Input(
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"seed",
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@ -301,13 +311,18 @@ class BriaRemoveVideoBackground(IO.ComfyNode):
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seed: int,
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) -> IO.NodeOutput:
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validate_video_duration(video, max_duration=60.0)
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# Bria returns 422 if background_color="Transparent" is paired with mp4_h264
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# (no alpha plane), so request webm_vp9 instead. VP9 carries the alpha in a side
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# layer; the bytes pass through ComfyUI's VIDEO type as a file reference but
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# SaveVideo's default .mp4 extension currently drops it on mux -- see PR notes.
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output_container_and_codec = "webm_vp9" if background_color == "Transparent" else "mp4_h264"
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response = await sync_op(
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cls,
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ApiEndpoint(path="/proxy/bria/v2/video/edit/remove_background", method="POST"),
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data=BriaRemoveVideoBackgroundRequest(
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video=await upload_video_to_comfyapi(cls, video),
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background_color=background_color,
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output_container_and_codec="mp4_h264",
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output_container_and_codec=output_container_and_codec,
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seed=seed,
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),
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response_model=BriaStatusResponse,
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@ -507,8 +522,10 @@ class BriaTransparentVideoBackground(IO.ComfyNode):
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display_name="Bria Remove Video Background (Transparent)",
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category="partner/video/Bria",
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description="Remove the background from a video using Bria and return the cut-out frames "
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"plus an alpha mask. Connect both to a compositing node, or feed them to Save WEBM to "
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"write a transparent video.",
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"plus an alpha mask, ready for per-frame compositing or feeding into Save WEBM to "
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"persist a transparent video to disk. This is currently the only way to save the "
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"alpha channel: Save Video on the consolidated 'Bria Remove Video Background' node's "
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"Transparent output writes a .mp4 by default and drops the VP9 alpha plane on mux.",
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inputs=[
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IO.Video.Input("video"),
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IO.Int.Input(
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@ -5,10 +5,13 @@ import os
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import av
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import io
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from fractions import Fraction
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import numpy as np
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from comfy_api.input_impl.video_types import VideoFromFile, VideoFromComponents
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from comfy_api.util.video_types import VideoComponents
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from comfy_api.util.video_types import VideoComponents, VideoContainer, VideoCodec
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from comfy_api.input.basic_types import AudioInput
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from av.error import InvalidDataError
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from av.codec import CodecContext
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EPSILON = 0.0001
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@ -237,3 +240,70 @@ def test_duration_consistency(video_components):
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manual_duration = float(components.images.shape[0] / components.frame_rate)
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assert duration == pytest.approx(manual_duration)
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def _make_webm_vp9_with_alpha(width=32, height=32, frames=5, fps=10) -> bytes:
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buf = io.BytesIO()
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with av.open(buf, mode="w", format="webm") as container:
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stream = container.add_stream("libvpx-vp9", rate=fps)
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stream.width = width
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stream.height = height
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stream.pix_fmt = "yuva420p"
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for i in range(frames):
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rgba = np.zeros((height, width, 4), dtype=np.uint8)
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rgba[..., 0] = 200
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rgba[..., 1] = 50 + i * 30
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rgba[..., 2] = 80
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rgba[..., 3] = (i + 1) * 50
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frame = av.VideoFrame.from_ndarray(rgba, format="rgba")
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frame = frame.reformat(format="yuva420p")
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for packet in stream.encode(frame):
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container.mux(packet)
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for packet in stream.encode(None):
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container.mux(packet)
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return buf.getvalue()
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def _per_frame_alpha_means_libvpx(source) -> list:
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means = []
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with av.open(source, mode="r") as container:
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stream = container.streams.video[0]
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decoder = CodecContext.create("libvpx-vp9", "r")
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for packet in container.demux(stream):
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for frame in decoder.decode(packet):
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rgba = frame.to_ndarray(format="rgba")
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means.append(float(rgba[..., 3].mean()))
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try:
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for frame in decoder.decode(None):
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rgba = frame.to_ndarray(format="rgba")
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means.append(float(rgba[..., 3].mean()))
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except EOFError:
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pass
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return means
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def test_video_from_file_save_to_bytesio_stream_copies_vp9_alpha():
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"""VideoFromFile.save_to(BytesIO, format=AUTO, codec=AUTO) stream-copies the source
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container/codec without re-encoding, so a WebM/VP9 file with an alpha plane
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round-trips unchanged. Note: this covers ONLY the in-memory BytesIO path. Saving
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to a .mp4 file (SaveVideo's default extension) muxes VP9 into MP4 and drops the
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alpha plane -- intentionally not covered here; see PR notes."""
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raw = _make_webm_vp9_with_alpha()
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original_means = _per_frame_alpha_means_libvpx(io.BytesIO(raw))
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assert len(original_means) > 0, "test fixture failed to produce frames"
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assert original_means == sorted(original_means), (
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"test fixture alpha did not encode as monotonically increasing"
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)
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video = VideoFromFile(io.BytesIO(raw))
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out_buf = io.BytesIO()
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video.save_to(out_buf, format=VideoContainer.AUTO, codec=VideoCodec.AUTO)
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out_buf.seek(0)
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saved_means = _per_frame_alpha_means_libvpx(out_buf)
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assert len(saved_means) == len(original_means)
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for original, saved in zip(original_means, saved_means):
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assert original == pytest.approx(saved, abs=EPSILON), (
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f"alpha lost across stream-copy round-trip: {original} -> {saved}"
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)
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