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Frank Schwenk 83d4468b69 feat: harden pipeline UX — preprocess, rembg alpha, remix/lightbox

Downscale to 2000px JPEG before rembg, random blend opacity, timeout
retries, per-variant remix prefill, lightbox, and longer SFTP idle.

Co-authored-by: Cursor <cursoragent@cursor.com>

2026-07-16 23:35:06 +02:00

README.md

feat: harden pipeline UX — preprocess, rembg alpha, remix/lightbox

2026-07-16 23:35:06 +02:00

run_compare.py

feat: harden pipeline UX — preprocess, rembg alpha, remix/lightbox

2026-07-16 23:35:06 +02:00

run.sh

feat: harden pipeline UX — preprocess, rembg alpha, remix/lightbox

2026-07-16 23:35:06 +02:00

README.md

Background-removal comparison

Inbox originals from live.f12.rocks vs. backends.

Layout

inputs/ — originals from boka inbox
outputs/ — results, naming:

<stem>__rembg-u2net__no-alpha.png
<stem>__rembg-u2net__alpha.png
<stem>__rembg-default__no-alpha.png
<stem>__rembg-default__alpha.png
<stem>__rembg-birefnet-general__no-alpha.png
<stem>__rembg-birefnet-general__alpha.png
<stem>__withoutbg-open-weights.png

rembg-default = rembg.remove() without session (library default = u2net)
rembg-u2net = explicit new_session("u2net") — expect identical to default
withoutbg open-weights includes matting in-graph (~2GB RAM claimed)

Re-run

./run.sh

Skips existing non-empty outputs. Models cached in model-cache/.