dtourolleandClaude Opus 5 d3dadbd725 Group the frames of one moment, by when they were taken and what they look like
A burst is the commonest thing in a cull and the least interesting: twelve
frames of the same gull at 10 fps occupy twelve cells, are scrolled past
twelve times, and end with the photographer keeping one. FR-CULL-5 asks for
them to collapse to one representative and be judged as a unit.

Two signals, because neither alone survives a real library. Time alone groups
a whole wedding ceremony -- a photographer working steadily never leaves the
gap that would end the run. Similarity alone groups a studio setup shot across
two days, which is a project rather than a moment. Together they are specific:
adjacent in time *and* looks like the frame before it.

Two seconds is the time bound, and the reason is worth recording because the
figure looks absurd next to a 10 fps camera. `images.captured_at` is whole
seconds -- EXIF's DateTimeOriginal has no sub-second field and
SubSecTimeOriginal is optional and widely omitted -- so a burst arrives in the
catalog as ten frames sharing one timestamp. Any threshold finer than a second
is a threshold on information that is not there. Where the pace really is
faster, the similarity bound is what separates the frames.

Similarity is a 64-bit difference hash over a 9x8 box-averaged reduction,
compared between *adjacent* frames only. Chained rather than anchored on the
first frame, because by frame twenty a camera following a bird has nothing in
common with frame one while no two neighbours differ by much; the time bound is
what stops the chain running away. There is no all-pairs step and there must
never be one -- that is what turns a grouping pass into something nobody can
afford to run over 50k images.

Nothing here ranks a frame. FR-CULL-5 names the failure it is avoiding, which
is rejecting the only frame of an important moment because somebody blinked, so
there is no sharpness score and no best-of-burst. The representative is the
earliest frame -- a fact about the clock, not a judgement about the photograph
-- and the user's own choice lives in its own table so that rebuilding the
grouping cannot erase it. Same argument `people.ignored` makes one subsystem
over: nothing short of remembering a decision survives re-clustering.

A newly found burst is recorded *open*. Collapsing on discovery would be
tidier, and would also mean a background pass taking photographs off the screen
part way through a cull. The pass marks; the user folds.

It is a pass rather than a job kind for the reason catalog.md 10.2 gives for
face clustering: a burst is a property of a run of frames and has no natural
subject_id, so a per-image job would rebuild the world once per photograph.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-29 20:37:54 +02:00
2026-08-29 13:53:19 +02:00
2026-08-26 10:08:51 +02:00
2026-08-29 13:53:19 +02:00
2026-08-29 13:53:19 +02:00
2026-08-27 19:33:37 +02:00

DarkRoom

A cross-platform, non-destructive RAW photo editor for Linux and Android.

Status: early. v0.1 is a remote library viewer — see docs/milestone-v0.1.md.

Documentation

Document Contents
requirements.md What the software must do — 122 numbered requirements
architecture.md How it is built — crates, GPU pipeline, data model, sync
milestone-v0.1.md The first buildable milestone
faces.md Face detection and identity — the models, the licence problem, and what S14 measures

Building

Desktop:

cargo run -p darkroom-desktop

Android (containerised toolchain, see docker/android):

./docker/android/build.sh cargo ndk -t arm64-v8a build --release

Current state

Working: workspace, GPU context and compute pass, adaptive Slint shell, Android cross-compilation of the core crates.

Not yet working: the zero-copy display path. The build currently uploads frames through the CPU, which is exactly what ARCH §6.1 forbids — measured at 96% of frame time at 4K. Replacing it is spike S1, the project's highest priority.

cargo run -p dr-gpu --example bench --features readback

reproduces that measurement.

Licence

GPL-3.0-or-later.

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