Files
scene-actor-extraction/scripts/artifacts/pull_artifacts.sh
T
dtourolle d98dc2855a refactor(bench): SuperHero replaces Road to Bali as the reference film
Bali was chosen because the TRECVID DVU set ships character mugshots, but
its reference crops are unusable at scale: median detected face 27 px
against a 69 px maximum, so every reference was upscaled 4x or more past
what the embedder was trained for (AR-011). A 66 px floor left 2 of 69
references; no threshold exists that both keeps the faces in distribution
and leaves enough of them to calibrate.

SuperHero is 69 px median and 241 px max. Its gallery builds at a 66 px
floor with 14 references over 5 characters, and calibrates on its own
(a=15.2867 b=-4.98633, 100% train accuracy) instead of borrowing constants.

Measured on the fused 17-minute film, one stream rather than per-scene
clips so presence windows cross real scene boundaries as SR-002 intends:
precision 1.00, recall 0.65, F1 0.79 — 13 true positives, 0 false
positives, 7 misses. Every out-of-gallery character was declined rather
than forced onto a nearest match. The misses are the short scenes (14 s,
38 s, 27 s), consistent with per-track accumulation needing sightings.

- build_gallery gains --min-face-px, filtering the *detected face* rather
  than the crop. The DVU images are scene crops, not mugshots, so crop
  dimensions say nothing about face scale. A poisoned reference is
  permanent in a way a bad frame is not: it corrupts every future match
  against that identity.
- scripts/fetch_dvu.sh fetches mugshots, scene graphs and segmentation for
  any DVU film. NIST names the same film three different ways, so KG_DIR
  and KG_FILE are overridable rather than derived. This exists as a script
  because the first copy of this data was assembled ad hoc in /tmp and was
  lost with it, taking the working gallery along.
- Replay fixtures move to the artifact registry: push/pull_artifacts.sh
  gain a replay-fixtures target, and tests/fixtures/dumps/.gitignore keeps
  them out of git. superhero.h5 is ~9 MB and regenerating it needs the
  film, the models and a GPU — none of which CI has. The gallery ships
  with the dumps, since a dump only replays against the gallery it was
  produced with.
- AR-012 and AR-013 coverage is ported onto the new fixture rather than
  dropped with the Bali cases: 12369 assertions, up from 7991, since the
  film is an order of magnitude larger than the clips.

Suite: 15679 assertions, 101 test cases.

TRACES: AR-011, AR-012, AR-013 | VR-001, VR-005 | SR-002
2026-08-04 13:49:11 +02:00

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#!/bin/bash
# pull_artifacts.sh — download benchmark artifacts (galleries, montage frames) from
# the Gitea generic package registry. Counterpart to push_artifacts.sh.
#
# Downloads are public (no token needed) as long as the repo/packages are public.
# Resolving "latest" needs GITEA_TOKEN (the list-packages endpoint requires auth
# on this instance even for a public account) — export it before using "latest".
#
# Usage:
# scripts/artifacts/pull_artifacts.sh galleries [version]
# scripts/artifacts/pull_artifacts.sh montage-frames <film-slug> [version]
# scripts/artifacts/pull_artifacts.sh experiment-data [version]
# scripts/artifacts/pull_artifacts.sh replay-fixtures [version]
# scripts/artifacts/pull_artifacts.sh report-highlights <name> [version]
# scripts/artifacts/pull_artifacts.sh xsource [version]
# version defaults to "latest" (newest uploaded version, by created_at).
set -euo pipefail
REPO_ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd)"
OWNER="dtourolle"
# NOTE: file download lives under /api/packages/ (no /v1/); listing/metadata
# lives under the regular /api/v1/packages/ REST API. Different base paths,
# both real — see push_artifacts.sh's comment.
DL_BASE="https://gitea.tourolle.paris/api/packages/${OWNER}"
resolve_latest_version() {
local package="$1"
if [ -z "${GITEA_TOKEN:-}" ]; then
echo "error: resolving 'latest' needs GITEA_TOKEN (list-packages requires auth here)." >&2
echo " export GITEA_TOKEN=... or pass an explicit version instead of 'latest'." >&2
exit 1
fi
curl -sf "https://gitea.tourolle.paris/api/v1/packages/${OWNER}" \
-H "Authorization: token ${GITEA_TOKEN}" \
| python3 -c "
import json, sys
d = json.load(sys.stdin)
matches = [p for p in d if p['name'] == '$package' and p['type'] == 'generic']
if not matches:
sys.exit('no versions found for package \'$package\'')
matches.sort(key=lambda p: p['created_at'])
print(matches[-1]['version'])
"
}
pull_replay_fixtures() {
local version="$1"
local dest="${REPO_ROOT}/tests/fixtures/dumps"
mkdir -p "$dest"
echo "=== replay-fixtures (version ${version}) ==="
local tmp; tmp="$(mktemp -d)"
if curl -sf "${DL_BASE}/generic/replay-fixtures/${version}/replay-fixtures.zip" \
-o "${tmp}/f.zip"; then
unzip -qo "${tmp}/f.zip" -d "$dest"
echo " restored: $(ls "$dest" | wc -l) files into tests/fixtures/dumps/"
else
echo " [warn] replay-fixtures.zip not found at version ${version}" >&2
fi
rm -rf "$tmp"
}
pull_galleries() {
local version="$1"
local dest="${REPO_ROOT}/experiments/galleries"
mkdir -p "$dest"
echo "=== galleries (version ${version}) ==="
for model in arcface_w600k_r50 arcface_r18 arcface_w600k_mbf LVFace-B_Glint360K; do
local f="gallery_${model}.h5"
echo " fetching ${f}..."
curl -sf "${DL_BASE}/generic/galleries/${version}/${f}" \
-o "${dest}/${f}" || echo " [warn] ${f} not found at version ${version}"
done
}
pull_montage_frames() {
local version="$1" film="$2"
local dest="${REPO_ROOT}/experiments/results/holdout/montage_bestworst"
mkdir -p "$dest"
echo "=== montage-frames/${film} (version ${version}) ==="
local tmp; tmp="$(mktemp)"
curl -sf "${DL_BASE}/generic/montage-frames/${version}/${film}.zip" -o "$tmp"
mkdir -p "${dest}/${film}"
unzip -qo "$tmp" -d "${dest}/${film}"
rm "$tmp"
}
pull_experiment_data() {
local version="$1"
echo "=== experiment-data (version ${version}) ==="
local tmp; tmp="$(mktemp)"
curl -sf "${DL_BASE}/generic/experiment-data/${version}/experiment-data.zip" -o "$tmp"
unzip -qo "$tmp" -d "$REPO_ROOT"
rm "$tmp"
}
pull_report_highlight() {
local version="$1" name="$2"
local dest="${REPO_ROOT}/docs/assets/images"
mkdir -p "$dest"
echo "=== report-highlights/${name} (version ${version}) ==="
curl -sf "${DL_BASE}/generic/report-highlights/${version}/${name}" -o "${dest}/${name}"
}
pull_xsource() {
local version="$1"
local dest="${REPO_ROOT}/experiments/xsource"
echo "=== xsource (version ${version}) ==="
mkdir -p "${dest}/clips" "${dest}/frames"
for clip in 5157339 5157344; do
if [ -f "${dest}/clips/${clip}.mp4" ]; then
echo " ${clip}.mp4 already present, skipping"
else
echo " fetching ${clip}.mp4..."
curl -sf "${DL_BASE}/generic/xsource/${version}/${clip}.mp4" \
-o "${dest}/clips/${clip}.mp4" \
|| { echo " [warn] ${clip}.mp4 not found at version ${version}" >&2; continue; }
fi
done
if [ -d "${dest}/labelling" ]; then
echo " labelling/ already present — NOT overwriting (it is hand-sorted"
echo " ground truth; move it aside first if you really want the remote copy)"
else
echo " fetching labelling.zip..."
local tmp; tmp="$(mktemp)"
curl -sf "${DL_BASE}/generic/xsource/${version}/labelling.zip" -o "$tmp"
unzip -qo "$tmp" -d "$dest"
rm "$tmp"
fi
# Frames are regenerated rather than shipped: they are ~320 MB of PNG that
# ffmpeg reproduces exactly from the clips. The manifests key on these
# filenames and on detection order within each frame, so the extraction
# settings must match the ones dump_faces.py ran against — hence fps and
# frame count are pinned here rather than left to the caller.
if ! command -v ffmpeg >/dev/null; then
echo " [warn] ffmpeg not found — frames not regenerated; the study" >&2
echo " scripts will fail until you extract them" >&2
return
fi
for clip in 5157339 5157344; do
[ -f "${dest}/clips/${clip}.mp4" ] || continue
if [ -f "${dest}/frames/d${clip}_001.png" ]; then
echo " frames for ${clip} already present, skipping"
continue
fi
echo " extracting frames for ${clip}..."
ffmpeg -v error -i "${dest}/clips/${clip}.mp4" -vf fps=2 -frames:v 24 \
"${dest}/frames/d${clip}_%03d.png"
done
echo " verifying the labelled set..."
if (cd "$dest" && python3 verify_labels.py >/dev/null 2>&1); then
echo " verify_labels.py passed"
else
echo " [warn] verify_labels.py failed — run it directly to see why." >&2
echo " A frame/manifest mismatch means the extraction settings" >&2
echo " differ from the ones the crops were dumped against." >&2
fi
}
if [ $# -eq 0 ]; then
echo "usage: $0 galleries [version]" >&2
echo " $0 montage-frames <film-slug> [version]" >&2
echo " $0 experiment-data [version]" >&2
echo " $0 report-highlights <name> [version]" >&2
echo " $0 xsource [version]" >&2
exit 1
fi
TARGET="$1"
case "$TARGET" in
galleries)
VERSION="${2:-latest}"
[ "$VERSION" = "latest" ] && VERSION="$(resolve_latest_version galleries)"
pull_galleries "$VERSION"
;;
montage-frames)
FILM="${2:?usage: $0 montage-frames <film-slug> [version]}"
VERSION="${3:-latest}"
[ "$VERSION" = "latest" ] && VERSION="$(resolve_latest_version montage-frames)"
pull_montage_frames "$VERSION" "$FILM"
;;
experiment-data)
VERSION="${2:-latest}"
[ "$VERSION" = "latest" ] && VERSION="$(resolve_latest_version experiment-data)"
pull_experiment_data "$VERSION"
;;
report-highlights)
NAME="${2:?usage: $0 report-highlights <name> [version]}"
VERSION="${3:-latest}"
[ "$VERSION" = "latest" ] && VERSION="$(resolve_latest_version report-highlights)"
pull_report_highlight "$VERSION" "$NAME"
;;
xsource)
VERSION="${2:-latest}"
[ "$VERSION" = "latest" ] && VERSION="$(resolve_latest_version xsource)"
pull_xsource "$VERSION"
;;
replay-fixtures)
VERSION="${2:-latest}"
[ "$VERSION" = "latest" ] && VERSION="$(resolve_latest_version replay-fixtures)"
pull_replay_fixtures "$VERSION"
;;
*)
echo "unknown target: $TARGET (expected galleries, montage-frames, experiment-data, report-highlights, xsource, or replay-fixtures)" >&2
exit 1
;;
esac