shopify image pipeline

IMGFLOW

upscale · compress · webp · isnet bg removal · smart resize · 100% local, zero api

GIT : ABIR614

0 processed

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JPG · PNG · WEBP · BMP — multiple files supported

PRESET

Upscale Method

Upscale Factor

Shopify Max Dimension

WebP Quality 85

Max Output (KB)

Rename Pattern

AI Model

First run downloads model · cached in browser forever

Alpha Threshold 80

↑ higher = harder cut, fewer stray pixels

Edge Feather px 1

0 = crisp · higher = softer edge

Output Format

PNG preserves full alpha · WebP is smaller for Shopify

Target Width (px)

Auto: crop if larger · extend if smaller

Target Height (px)

Auto: crop if larger · extend if smaller

Resize Mode

Per-axis smart detection vs. ratio-preserving fit

Crop Focus

Used when cropping dimension(s)

Image Anchor

Where image sits when extending / fitting

Edge Blend 40px

Softens extension seam (0 = sharp)

Extension / BG Fill

Applies to extended / letterbox areas

Custom Fill Color

#ffffff

SOURCE

—

TARGET

—

⚡

Smart Auto-Resize — Per Image, Per Axis, Never Distorted

Each image is compared against your target per axis independently. Wider than target → object-aware crop (saliency, not just faces). Narrower → seamless canvas extension via directional gradient sampling (no banding). Exact match on an axis → passthrough for that axis. Switch to Proportional Fit to never crop — only letterbox/pillarbox. Set Fill → Transparent to keep extended areas as alpha (saves as PNG). AI Fill uses LaMa ONNX (Carve/LaMa-ONNX, Apache 2.0) — a 51M-parameter inpainting model running 100% in-browser via onnxruntime-web (WebGPU → WASM fallback). First run downloads ~208 MB and caches it in IndexedDB forever.

🧠

ISNet Background Removal — ONNX Runtime, 100% Local

Powered by @imgly/background-removal running ISNet-General-Use in-browser via ONNX Runtime. First run downloads ~45 MB model weights (cached forever after). A live progress bar shows per-file download status. Choose ISNet FP16 for faster inference or Quint8 for the smallest download. Output as WebP for Shopify or PNG to keep full lossless transparency.

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