Crop / Outpaint Lab
A diagnostic harness for crop & outpaint strategies. Upload one image and compare 6 methods — deterministic and generative — across 4 aspect ratios, side by side, with latency, cost, and output metadata for every cell.
Upload an image to diagnose
Runs 7 crop/outpaint methods × 4 aspect ratios in parallel. jpg, png, or webp.