pre-restructure

2026-02-26 06:47:58 +01:00
parent 17a255daa8
commit 8980cf5f9b
10 changed files with 977 additions and 63 deletions
@@ -0,0 +1,34 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+# Runs two back-to-back Hypertower mode comparisons with ROI cropping:
+#   1) GT masks
+#   2) UNet masks
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/../../.." && pwd)"
+cd "$ROOT_DIR"
+
+COMMON_ARGS=(
+  --eval-modes binary multiclass
+  --tower-modes single ensemble bilateral
+  --epochs 40
+  --n-splits 5
+  --batch-size 8
+  --backbone refugelike
+  --img-crop-manifest manifest.csv
+)
+
+echo "[1/2] Starting GT ROI run..."
+python3 scripts/basic_analysis/compare_hypertower_modes.py \
+  "${COMMON_ARGS[@]}" \
+  --img-crop-gt \
+  --run-name v2_modes_full_40ep_5fold_roi_gt_holdout
+
+echo "[2/2] Starting UNet ROI run..."
+python3 scripts/basic_analysis/compare_hypertower_modes.py \
+  "${COMMON_ARGS[@]}" \
+  --img-crop-weights models/v2/refuge/segmentation/per_image_refuge_build/best.pt \
+  --img-crop-normalize per_image \
+  --run-name v2_modes_full_40ep_5fold_roi_unet_perimage_refugebuild_holdout
+
+echo "All runs complete."