feat(cli): add --background-output to remove-background

Emit an inverse-alpha background plate alongside the cutout in a single
inference pass. Same source RGB, alpha = 255 − mask. Dual-encoder pipeline
runs in parallel; both outputs share the same --quality preset.

This is a hole-cut plate (subject region transparent), not an inpainted
clean plate — composite something opaque under it to fill the hole.
Docs and skill cover when each is the right tool.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
James
2026-05-05 16:47:30 -07:00
co-authored by Claude Opus 4.7
parent 21ec5f800a
commit c2bc2aa1c1
7 changed files with 384 additions and 60 deletions
+20 -1
View File
@@ -20,6 +20,10 @@ export const examples: Example[] = [
"Remove background from a single image, output transparent PNG",
"hyperframes remove-background portrait.jpg -o cutout.png",
],
[
"Separate the layers — emit both the cutout and an inverse-alpha background plate (subject region transparent)",
"hyperframes remove-background avatar.mp4 -o subject.webm --background-output plate.webm",
],
[
"Force CPU (skip CoreML/CUDA)",
"hyperframes remove-background avatar.mp4 -o transparent.webm --device cpu",
@@ -52,6 +56,12 @@ export default defineCommand({
description: "Output path. Format inferred from extension: .webm (default), .mov, .png",
alias: "o",
},
"background-output": {
type: "string",
description:
"Optional second output path for the inverse-alpha background plate (subject region transparent, original surroundings opaque). Hole-cut, not inpainted — composite something underneath to fill the hole. Must be .webm or .mov; not allowed for image inputs.",
alias: "b",
},
device: {
type: "string",
description: `Execution provider: ${DEVICES.join(", ")}`,
@@ -104,6 +114,8 @@ export default defineCommand({
const inputPath = resolve(args.input);
const outputPath = resolve(args.output);
const backgroundOutputArg = args["background-output"];
const backgroundOutputPath = backgroundOutputArg ? resolve(backgroundOutputArg) : undefined;
const { render } = await import("../background-removal/pipeline.js");
@@ -114,6 +126,7 @@ export default defineCommand({
const result = await render({
inputPath,
outputPath,
backgroundOutputPath,
device: args.device,
quality: args.quality,
onProgress: (event) => {
@@ -137,6 +150,9 @@ export default defineCommand({
JSON.stringify({
ok: true,
outputPath: result.outputPath,
...(result.backgroundOutputPath
? { backgroundOutputPath: result.backgroundOutputPath }
: {}),
framesProcessed: result.framesProcessed,
durationSeconds: Number(result.durationSeconds.toFixed(2)),
avgMsPerFrame: Number(result.avgMsPerFrame.toFixed(1)),
@@ -148,9 +164,12 @@ export default defineCommand({
const fpsThroughput = result.durationSeconds
? (result.framesProcessed / result.durationSeconds).toFixed(1)
: "n/a";
const outputs = result.backgroundOutputPath
? `${c.accent(result.outputPath)} + ${c.accent(result.backgroundOutputPath)}`
: c.accent(result.outputPath);
spin?.stop(
c.success(
`Removed background from ${c.accent(String(result.framesProcessed))} frames in ${result.durationSeconds.toFixed(1)}s (${fpsThroughput} fps, ${c.accent(result.provider)}) → ${c.accent(result.outputPath)}`,
`Removed background from ${c.accent(String(result.framesProcessed))} frames in ${result.durationSeconds.toFixed(1)}s (${fpsThroughput} fps, ${c.accent(result.provider)}) → ${outputs}`,
),
);
}