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espresso_frame/server/app/face_labels.py
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tfaour c007acde75
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Add calendar frame mode + server-side manage overlay (server)
calendar_feed.py/calendar_render.py: fetch/merge per-user ICS feeds,
render agenda/week/month views. manage_overlay.py: composites the
manage-button overlay server-side (QR, battery, location/date,
share-QR, face labels), reused by every render mode. device.py/common.py
wire both together: mode dispatch for /frame/image+advance+back, and
the &manage=1 flag. Plus UI (frame_config.html Calendar card, settings
calendar URL field) and the icalendar/recurring-ical-events deps.
2026-07-22 19:06:49 -04:00

77 lines
3.3 KiB
Python

"""Maps named faces (from Immich's own face recognition/People feature)
onto their position in the final rendered frame, for the manage-button
overlay's named-face labels (see manage_overlay.py, which draws them).
No face detection or recognition happens here or anywhere else in this
project -- Immich's GET /api/faces?id={assetId} already returns each
detected face's bounding box plus a nullable `person` object (with a
`name`, if the user has identified them in Immich); this module only
does the coordinate math to place a label next to a *named* one.
"""
from __future__ import annotations
import io
from PIL import Image, ImageOps
from .image_pipeline import _has_bounding_box, _placement_transform, logical_render_size
# Not a memory constraint anymore (the overlay renders server-side now,
# not malloc'd per-label on the device) -- purely a legibility cap. A
# photo with a dozen named people would just be visual clutter regardless
# of what's rendering it.
MAX_LABELED_FACES = 6
def compute_face_labels(preview_bytes: bytes, faces: list[dict], display_mode: str,
orientation: str = "landscape") -> list[dict]:
"""Returns up to MAX_LABELED_FACES [{"name", "x", "y"}], x/y in
logical (pre-rotation) frame space at each named face's bottom-center
point -- manage_overlay.compose() draws these directly onto the
logical-space image before it's rotated into native panel space, so
no rotation happens here (contrast with the old firmware-side
version, which drew post-rotation and needed logical_to_native).
Faces without an Immich-identified person name are skipped entirely.
preview_bytes must be the same preview image render_frame() used for
the currently-displayed frame, and display_mode/orientation must
match the settings that were active then -- otherwise the placement
computed here won't match what's actually on screen.
The placement math matches render_frame()'s own composition step
exactly (see image_pipeline._placement_transform, shared so the two
can't drift apart).
"""
named = [face for face in faces if (face.get("person") or {}).get("name")]
if not named:
return []
logical_w, logical_h = logical_render_size(orientation)
fitted = ImageOps.exif_transpose(Image.open(io.BytesIO(preview_bytes)).convert("RGB"))
scale_x, scale_y, offset_x, offset_y = _placement_transform(
fitted.width, fitted.height, logical_w, logical_h, display_mode, faces
)
labels = []
for face in named[:MAX_LABELED_FACES]:
if not _has_bounding_box(face):
continue
face_w = face.get("imageWidth") or fitted.width
face_h = face.get("imageHeight") or fitted.height
img_scale_x = fitted.width / face_w
img_scale_y = fitted.height / face_h
center_x = (face["boundingBoxX1"] + face["boundingBoxX2"]) / 2 * img_scale_x
bottom_y = face["boundingBoxY2"] * img_scale_y
frame_x = center_x * scale_x + offset_x
frame_y = bottom_y * scale_y + offset_y
if not (0 <= frame_x <= logical_w and 0 <= frame_y <= logical_h):
continue # this face got cropped out of the final frame entirely
labels.append({"name": face["person"]["name"], "x": int(frame_x), "y": int(frame_y)})
return labels