rpotter6298
35 lines
962 B
Bash
Executable File
35 lines
962 B
Bash
Executable File
#!/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."
|