diff --git a/tools/export-seg-model.sh b/tools/export-seg-model.sh index f08dfc0..5468390 100755 --- a/tools/export-seg-model.sh +++ b/tools/export-seg-model.sh @@ -17,7 +17,7 @@ # (see the workspace manifest for why that backend was chosen), and it is what # makes the tiling option in `semantic.rs` the only route to more resolution. # -# `imgsz=640` square rather than a rectangle matched to 3:2: one graph has to +# `imgsz` square rather than a rectangle matched to 3:2: one graph has to # serve portrait, landscape, square crops and panoramas. A landscape-shaped # graph trades letterbox waste on 3:2 for worse waste on everything else. set -euo pipefail @@ -27,21 +27,23 @@ REPO="$(cd "${HERE}/.." && pwd)" OUT="${REPO}/core/dr-segment/models" MODEL="${1:-yolo26n-seg}" +IMGSZ="${2:-640}" WORK="$(mktemp -d)" trap 'rm -rf "${WORK}"' EXIT -echo "==> exporting ${MODEL} in ${WORK}" +echo "==> exporting ${MODEL} at imgsz=${IMGSZ} in ${WORK}" cd "${WORK}" uv venv --python 3.12 venv VIRTUAL_ENV="${WORK}/venv" uv pip install ultralytics onnx onnxslim -VIRTUAL_ENV="${WORK}/venv" "${WORK}/venv/bin/python" - "${MODEL}" <<'PY' +VIRTUAL_ENV="${WORK}/venv" "${WORK}/venv/bin/python" - "${MODEL}" "${IMGSZ}" <<'PY' import sys, json from ultralytics import YOLO name = sys.argv[1] +imgsz = int(sys.argv[2]) m = YOLO(f"{name}.pt") -path = m.export(format="onnx", opset=17, simplify=True, imgsz=640, dynamic=False) +path = m.export(format="onnx", opset=17, simplify=True, imgsz=imgsz, dynamic=False) print("ONNX:", path) # The class names travel with the model rather than being retyped into Rust —