cardbleed

Reshapes card scans for printing: it can just add cut bleed, or fit a scan to an exact card trim size (e.g. 63×88 mm) with the borders each set to their intended width. Any area it adds continues whatever border the card already has (holofoil speckle, solid colors, gradients). On the extend path the original image data is never re-encoded — PNG/WebP pixels stay bit-identical and JPEGs are extended by splicing DCT coefficient blocks around the untouched originals. (--stretch and shaving an over-target border resample the art and are opt-in.)

input, 400×550

output, cardbleed demo_card.png --bleed 24

The demo card is generated by a script (examples/make_demo.py), so the repository contains no copyrighted scans. It has the traits that make real scans annoying: a speckled border, a brightness gradient across it, a scanner-bloom line at the very edge, and an inner frame line. Bloom is trimmed and the frame line is detected automatically, so sampling never crosses into it.

Install

uv tool install cardbleed        # or: pipx install cardbleed
uvx cardbleed card.png           # or run once without installing

Until the first PyPI release, install from GitHub instead: uv tool install git+https://github.com/ErikBavenstrand/cardbleed

Usage

# just add 2.5 mm of cut bleed on every edge
cardbleed card.png --bleed 2.5mm

# fit a scan to 63×88 with 5% side / 3.92% top-bottom borders, given where the
# border currently sits (the marks); --stretch makes the borders land exactly
cardbleed card.png --card-size 63x88 \
    --border-target 5% --border-target-top 3.92% --border-target-bottom 3.92% \
    --border-current-top 2.5% --border-current-right 3% \
    --border-current-bottom 2.4% --border-current-left 3.3% --stretch

Every amount is a single scalar with a unit — 5%, 2.5mm, or 18px. Every per-edge quantity (--border-target, --border-current, --bleed) is a uniform base plus -top/-right/-bottom/-left overrides; no option ever takes a packed list. Outputs are written next to the input (or to --out-dir) with an _ext suffix; inputs are never overwritten.

Fit

With --border-target and --border-current, cardbleed reshapes the scan so the outer trim is exactly the card aspect while the borders land as close as possible to target. It solves for the one degree of freedom (the card scale) that minimizes the border error, grows each edge toward its own target (a cropped edge takes more), and shaves an over-target border if --crop is on. When the art itself is slightly off-aspect it can't hit every target exactly without distortion — --stretch opts into a small resample that then lands every border exactly. The card size and border spec are always inputs; cardbleed stores nothing card-specific.

Modes

Zoomed left-edge detail, one panel per setting: smart, pattern, naive, mirror, soft.

• --mode pattern (default) keeps structure intact: every output line is a real contiguous border line, and each outward pass is shifted along the edge by a random offset. If the border has a repeating pattern, detected by autocorrelation, the continuation and the offsets snap to its period so the pattern stays in phase. With --shuffle 0 it degrades to a plain deterministic mirror.
• --mode smart resamples the border band stochastically. Speckle is re-randomized in both directions, so nothing streaks or repeats, at the cost of some texture structure.
• --mode naive replicates the outermost line straight outward (plus noise and smudge). Mostly useful as a baseline; it streaks on textured borders.

The gallery variants above, for reference:

--mode smart

--mode naive

--smudge 2.5 --noise 0.8

--compare sheet

Format handling

For JPEG the extension amounts have to align to the MCU grid (8 or 16 px). The remainder is shifted between opposite edges, so the final dimensions are still exactly what you asked for.

Options

cardbleed --help has the full reference. The ones worth knowing:

Fine synthesis knobs (--jitter, --shuffle, --sample, --trim, --seam-feather) live under Advanced in --help.

Python API

The CLI is a thin wrapper over bleed_card, which reshapes in-process:

from cardbleed import bleed_card, Edges

bleed_card(
    "card.png", "out.png",
    card_size=(63, 88),
    border_target=Edges.symmetric(vertical="3.92%", horizontal="5%"),
    border_current=Edges(top="2.5%", right="3%", bottom="2.4%", left="3.3%"),
    stretch=True,
    bleed="2.5mm",
)

Migrating from 0.3

0.4 is a breaking release. --extend → --bleed; the old --left/--right/ --top/--bottom, --target, --fix-aspect, and --corner-guard are removed — use --bleed/--border-target with the -top/-right/-bottom/-left overrides, and the new --border-current + --card-size fit for aspect correction.

How it works

Each edge is analyzed on the original image: bloom lines are trimmed and the sampling band is clamped before inner border structure. The border is split into a smooth tone component, which is continued outward mirrored so gradients stay seam-continuous, and a texture residual, which is resampled according to the selected mode. Noise matched to the border's measured grain and a ramped blur are applied on top. Corners are filled in two passes so they inherit synthesized side texture. All randomness ramps in from zero at the seam, so the first synthesized line is an exact continuation of the edge.

If a card already has rounded corners, the corner triangles are transparent (or black/empty) in the scan. --edge-fill (on by default) detects those rows per edge and continues the nearest real border across them, so the added bleed is border colour rather than a grown black/transparent corner. It's a no-op on edges with no such background, and stands down when an edge is mostly empty (nothing to continue). Original pixels are still left untouched — only the synthesized bleed is affected.

--fill-corners goes one step further and squares the corners themselves: edge background (transparent, black, or white — anything reachable from the image border that isn't the card) is flooded and filled with the nearest border, so a rounded-corner scan becomes a clean rectangle before the bleed is added. Unlike the rest of cardbleed it does change those background pixels (opaque artwork is never touched); it's opt-in and png/webp only.

Development

git clone https://github.com/ErikBavenstrand/cardbleed && cd cardbleed
uv run cardbleed --selfcheck            # assertion suite (fixtures)
uv run cardbleed --selfcheck scan.png   # plus checks against a real scan
uv run --group dev ruff check src
uv run --group dev pyright

Module layout: synthesis.py (edge analysis and border synthesis), formats.py (format-preserving I/O, including the JPEG DCT path), sizing.py (px/mm/target/aspect math), process.py (per-file pipeline), cli.py, selfcheck.py.

License

MIT