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//
// Build status:
// β HF auth + connect + robot picker + startSession lifecycle.
// β Reachy camera monitor; motion and face detection run onboard.
// Localhost uses a zero-cloud LAN transport; the published HF Space uses the
// current WebRTC SDK. Both expose the small compatibility surface below.
const requestedTransport = new URLSearchParams(location.search).get("transport");
const directHosts = ["127.0.0.1", "localhost", "reachy-mini.local", "10.20.211.168"];
const LAN_MONITOR_URL = "http://reachy-mini.local:8090/";
const isPublishedLauncher = location.hostname.endsWith(".hf.space");
const transportModule = requestedTransport === "cloud"
|| (requestedTransport !== "local" && !directHosts.includes(location.hostname))
? "./reachy-mini-cloud.js"
: "./reachy-mini-local.js";
const { ReachyMini, rpyToMatrix } = await import(transportModule);
function onDomReady(callback) {
if (document.readyState === "loading") {
document.addEventListener("DOMContentLoaded", callback, { once: true });
} else {
callback();
}
}
// MediaPipe Tasks-Vision is a multi-megabyte ESM bundle. Importing it
// at the top of the module would block DOMContentLoaded (and therefore
// bootstrap β authenticate β connect) until the whole bundle plus its
// transitive WASM downloads resolve β a 5-30 s hang where the page just
// sits at "Checking sign-inβ¦". We import it lazily inside
// initFaceLandmarker() instead, so auth and the robot picker run
// immediately and the model only loads once the user has actually
// started a session.
let FaceLandmarker = null;
let FilesetResolver = null;
let DrawingUtils = null;
// We don't pipe the user's mic into the robot β the demo is silent on the
// robot side, audio (if any) plays from the user's own device.
const robot = new ReachyMini({
appName: "face_tracker_monitor",
enableMicrophone: false,
});
let selectedRobotId = null;
let cameraStream = null;
let pendingRobotCameraStream = null;
let faceLandmarker = null;
let trackingActive = false;
let lastTrackingLog = 0;
let lastFeatures = null; // most recent feature snapshot from onFrame
let lastFaceMatrix = null; // most recent raw 4x4 face matrix (flat[16] row-major) β kept for the debug-snapshot button
let sendIntervalId = null; // setInterval handle for the 20 Hz robot loop
let baselineZ = null; // head-Z reference set on first detected frame
const SEND_HZ = 20;
// βββ Pose constants & smooth-return helpers ββββββββββββββββ
// All ported from marionette_js (which itself mirrors the Python SDK).
// One primitive β softReturnToBase β is the universal "go home softly"
// move: pin goal=current β enable torque (no jerk) β daemon-side
// interpolation to base over a distance-scaled duration.
const INIT_HEAD_POSE = [
[1, 0, 0, 0],
[0, 1, 0, 0],
[0, 0, 1, 0],
[0, 0, 0, 1],
];
// [right, left] in radians; ~10Β° outward tilt damps mechanical resonance
// at exact-vertical (matches reachy_mini.py:INIT_ANTENNAS_JOINT_POSITIONS).
const INIT_ANTENNAS = [-0.1745, 0.1745];
const MIN_RETURN_S = 0.2;
const MAX_RETURN_S = 1.5;
const SECS_PER_MAGIC_MM = 0.02; // mirrors Python `_scaled_duration`
const sleep = (ms) => new Promise((r) => setTimeout(r, ms));
function deltaAngleBetweenRot(P, Q) {
const trace = (
P[0][0] * Q[0][0] + P[0][1] * Q[0][1] + P[0][2] * Q[0][2] +
P[1][0] * Q[1][0] + P[1][1] * Q[1][1] + P[1][2] * Q[1][2] +
P[2][0] * Q[2][0] + P[2][1] * Q[2][1] + P[2][2] * Q[2][2]
);
const cos = clamp((trace - 1) / 2, -1, 1);
return Math.acos(cos);
}
function distanceBetweenPoses(p1, p2) {
const dx = p1[0][3] - p2[0][3];
const dy = p1[1][3] - p2[1][3];
const dz = p1[2][3] - p2[2][3];
const transM = Math.hypot(dx, dy, dz);
const angleRad = deltaAngleBetweenRot(
[p1[0].slice(0, 3), p1[1].slice(0, 3), p1[2].slice(0, 3)],
[p2[0].slice(0, 3), p2[1].slice(0, 3), p2[2].slice(0, 3)],
);
return transM * 1000 + angleRad * 180 / Math.PI; // magic-mm
}
function scaledDuration(currentHead, targetHead) {
if (!currentHead || !targetHead) return MAX_RETURN_S;
const d = distanceBetweenPoses(currentHead, targetHead) * SECS_PER_MAGIC_MM;
return Math.min(Math.max(d, MIN_RETURN_S), MAX_RETURN_S);
}
const Motor = {
// Wait one round-trip for an up-to-date state event so we don't pin
// to a stale cached value (causes a snap when torque comes back on).
_waitFreshState({ timeoutMs = 300 } = {}) {
return new Promise((resolve) => {
let done = false;
const onState = () => {
if (done) return;
done = true;
robot.removeEventListener("state", onState);
clearTimeout(t);
resolve();
};
robot.addEventListener("state", onState);
robot.requestState();
const t = setTimeout(onState, timeoutMs);
});
},
// Pin goal=current β enable torque (no jerk) β daemon-side smooth
// interp to INIT_HEAD_POSE over scaledDuration. Fire-and-forget;
// the daemon keeps interpolating on its own clock even if we stop
// sending. Returns the duration so callers can pace follow-ups.
async softReturnToBase({ freshen = false } = {}) {
if (freshen) await this._waitFreshState();
const rs = robot.robotState;
if (rs?.headMatrix) {
robot.setFullTarget({
head: rs.headMatrix,
antennas: rs.antennasRad,
bodyYaw: rs.bodyYaw ?? 0,
});
}
robot.setMotorMode("enabled");
const duration = scaledDuration(rs?.headMatrix, INIT_HEAD_POSE);
robot.gotoTarget({
head: INIT_HEAD_POSE,
antennas: INIT_ANTENNAS,
bodyYaw: 0,
duration,
});
return duration;
},
// App startup: wait briefly for the first state, then smooth goto base.
// Whatever pose the robot is in is preserved, torque is safe-enabled,
// then it interpolates to base. No wakeUp animation (we don't want
// the SDK's built-in wake sound + 2 s wiggle here).
async startup() {
robot.requestState();
const t0 = performance.now();
while (!robot.robotState?.headMatrix && performance.now() - t0 < 1000) {
await sleep(50);
}
return this.softReturnToBase();
},
};
// βββ Robot DOF safety envelope βββββββββββββββββββββββββββββ
// AXES (per Reachy Mini SDK notebook): in the head matrix's translation
// column, head[0][3] = X = forward(+)/back(-), head[1][3] = Y = left(+)/
// right(-), head[2][3] = Z = up(+)/down(-). We had this wrong before:
// the old code routed "forward/back" to head[2][3] (= up/down), so any
// rule emitting a positive value would lift the head off baseline and
// burn through the vertical envelope.
//
// Limits per the SDK / AGENTS.md:
// - Head pitch/roll: Β±40Β° - Head yaw: Β±180Β° - Body yaw: Β±160Β°
// - Translation: SDK demos use Β±2 cm comfortably; widening to Β±4 cm
// here for big expressive motion in simulation. Daemon clamps to
// whatever the actual workspace is, so this is safe.
const HEAD_ROLL_MAX_DEG = 40.0;
const HEAD_PITCH_MAX_DEG = 40.0;
const HEAD_YAW_MAX_DEG = 90.0; // face-following rarely exceeds 90Β°
const HEAD_X_MIN = -0.04;
const HEAD_X_MAX = 0.04;
const HEAD_Y_MIN = -0.04;
const HEAD_Y_MAX = 0.04;
const HEAD_Z_MIN = -0.04;
const HEAD_Z_MAX = 0.04;
const BODY_YAW_MAX_RAD = (90.0 * Math.PI) / 180.0;
// Antennas: SDK accepts a wide range; we cap at Β±60Β° (~Β±1.05 rad) as a
// generous safe envelope around the Β±10Β° idle bias.
const ANTENNA_MAX_RAD = 1.05;
const clamp = (v, lo, hi) => Math.max(lo, Math.min(hi, v));
// βββ Mapping config (in-memory, no persistence per spec) βββ
//
// Three layers, all additive at the channel level:
// 1. headAmp: head_roll/pitch/yaw/z geometric pose Γ amplitude. Direct
// mimicry of the user's head β usually the dominant signal.
// 2. headRules: per-head-channel free-routing. Sum of {feature, weight}
// rules ADDS on top of the geometric value (then clamped to safe).
// Lets blendshapes drive head DOFs alongside the geometric pose β
// e.g. eye-squint sum β +z forward lean, eye openness diff β yaw.
// 3. rules: free-routing for body_yaw + left/right antennas (no
// geometric counterpart β these are pure rule outputs).
//
// "_bias" is a constant 1.0 feature for setting idle / rest offsets
// without occupying a real input.
//
// BASE_CONFIG keeps the original (pre-iteration) defaults for reference;
// nothing loads it automatically. DEFAULT_CONFIG is what the app starts
// with and what "Reset tuner" restores.
//
// headAmp keys map to the same robot frame the SDK uses:
// x = forward/back (head[0][3]), y = left/right, z = up/down,
// plus the rotation amplitudes roll/pitch/yaw.
// Only `x` has a default geometric input wired up (face depth β forward
// lean); y/z geometric amps are present so the user can wire face_x and
// face_y to robot Y/Z later if they want.
const BASE_CONFIG = {
headAmp: { roll: 1.0, pitch: 1.0, yaw: 1.0 },
headRules: {
head_roll: [], head_pitch: [], head_yaw: [],
head_x: [], head_y: [], head_z: [],
},
rules: {
body_yaw: [
{ feature: "head_yaw", weight: 0.6 },
{ feature: "nostril_flare", weight: 0.2 },
],
left_antenna: [
{ feature: "_bias", weight: 0.1745 },
{ feature: "browOuterUpLeft", weight: 0.6 },
{ feature: "jawOpen", weight: 0.3 },
],
right_antenna: [
{ feature: "_bias", weight: -0.1745 },
{ feature: "browOuterUpRight", weight: -0.6 },
{ feature: "jawOpen", weight: -0.3 },
],
},
};
// Iteration from base, with the X/Z axis confusion fixed:
// - All head amplitudes Γ 1.5, rule weights Γ 1.5 (bias values stay).
// - Eye-squint SUM β +x (lean forward), eye-wide SUM β -x (lean back).
// Each eye contributes independently so partial squint scales.
// - Eye openness DIFFERENCE β yaw (differential-drive style): one eye
// squint + other wide turns the head; both same cancels.
// - mouthPucker β +y sideways translation.
// - Translation rules now reach the full Β±0.04 m clamp at one full
// extreme feature (was Β±0.025 m, was hitting baseline noise).
const DEFAULT_CONFIG = {
headAmp: { roll: 1.5, pitch: 1.5, yaw: 1.5 },
headRules: {
// _bias shifts roll to compensate the user's setup (camera not
// perfectly level). Calibrated from a "looking straight at the
// camera" snapshot so the rest pose lands at 0Β°.
// jawOpen Γ +30Β° = speech-wobble roll component (combined with
// the pitch nod below, mouth-open spikes produce a two-axis
// bob). Bumped from Β±20 β Β±30 for more lively talking.
head_roll: [
{ feature: "_bias", weight: -5.0 },
{ feature: "jawOpen", weight: 25.0 },
],
// _bias of β14Β° calibrated from a "looking straight at the
// camera" snapshot β at rest the geometric pitch contribution
// is +14Β°, so this lands the rest pose at exactly 0Β°.
// jawOpen Γ β30Β° = speech-wobble pitch component.
head_pitch: [
{ feature: "_bias", weight: -14.0 },
{ feature: "jawOpen", weight: -25.0 },
],
// _bias offsets a small natural face-yaw the user holds at rest
// (camera off-axis). The eye-difference yaw rules that used to
// live here were removed: they made the head rotate whenever
// the eyes squinted asymmetrically, which fired during
// unrelated demos (e.g. raising one eyebrow), and overall the
// coupling was confusing.
head_yaw: [
{ feature: "_bias", weight: -9.0 },
],
// Eye-sum forward/back (X = forward axis on the robot).
// Squint pushes forward (suspicious lean), wide pulls back.
// Each eye contributes 0.028 m/feature; _bias of β0.03 cancels
// the resting eyeSquint baseline (~0.5 each from snapshots) so
// the head sits near 0 at rest.
head_x: [
{ feature: "_bias", weight: -0.03 },
{ feature: "eyeSquintLeft", weight: 0.028 },
{ feature: "eyeSquintRight", weight: 0.028 },
{ feature: "eyeWideLeft", weight: -0.028 },
{ feature: "eyeWideRight", weight: -0.028 },
],
// mouthPucker β +y sideways. Β±0.04 m clamp; full pucker hits it.
head_y: [
{ feature: "mouthPucker", weight: 0.04 },
],
// Smile lifts the head (Z = up). Weights kept small because a
// full grin saturating +Z eats most of the Stewart platform's
// travel and kills expressivity on the other axes β full grin
// (sum β 2.0) now lifts the head ~0.014 m, well inside the
// Β±0.04 m envelope. _bias cancels the resting smile baseline
// (~0.10 each).
head_z: [
{ feature: "_bias", weight: -0.0016 },
{ feature: "mouthSmileLeft", weight: 0.008 },
{ feature: "mouthSmileRight", weight: 0.008 },
// Temporarily disabled β mouthShrugLower fired in too many
// unintended situations (e.g. when looking up). Re-enable
// by un-commenting if a cleaner trigger lands.
// { feature: "mouthShrugLower", weight: -0.05 },
],
},
rules: {
// body_yaw is intentionally rule-less β it's locked to mirror
// head_yaw (the same numeric angle) inside mapToTargets, per
// user request to avoid the parasitic roll/pitch coupling
// observed when the Stewart head platform handled yaw alone.
body_yaw: [],
// Left antenna mapping derived from snapshot 1 baselines so:
// - rest (browOuterUp β 0.025, browDown β 0.155) β +0.1745 rad (+10Β°)
// - both brows up (browOuterUp = 0.6) β +1.014 rad (+58Β°, current "perfect" pose)
// - frown (browDown = 0.5) β β0.175 rad (β10Β°, antennas slightly crossed inward)
// The brow_asym_left rule kicks in only when this side's brow
// is dominantly raised β gives the moving antenna a +0.5 Γ Ξ
// boost on top of the linear response so single-brow gestures
// are visibly stronger than half a both-brows gesture.
left_antenna: [
{ feature: "_bias", weight: 0.29 },
{ feature: "browOuterUpLeft", weight: 1.2 },
{ feature: "browDownLeft", weight: -0.92 },
{ feature: "brow_asym_left", weight: 0.5 },
{ feature: "jawOpen", weight: 0.45 },
],
right_antenna: [
{ feature: "_bias", weight: -0.29 },
{ feature: "browOuterUpRight", weight: -1.2 },
{ feature: "browDownRight", weight: 0.92 },
{ feature: "brow_asym_right", weight: -0.5 },
{ feature: "jawOpen", weight: -0.45 },
],
},
};
const config = JSON.parse(JSON.stringify(DEFAULT_CONFIG));
// βββ Feature catalog (for tuner dropdowns) βββββββββββββββββ
// Order within each group is the order shown in the dropdown.
const FEATURE_GROUPS = [
{ label: "Special", features: ["_bias"] },
{ label: "Head pose (raw)", features: [
"head_roll", "head_pitch", "head_yaw",
"head_x", "head_y", "head_z",
]},
{ label: "Brows", features: [
"browInnerUp", "browOuterUpLeft", "browOuterUpRight",
"browDownLeft", "browDownRight",
]},
{ label: "Eyes", features: [
"eyeBlinkLeft", "eyeBlinkRight",
"eyeWideLeft", "eyeWideRight",
"eyeSquintLeft", "eyeSquintRight",
"eyeLookInLeft", "eyeLookOutLeft",
"eyeLookInRight", "eyeLookOutRight",
"eyeLookUpLeft", "eyeLookDownLeft",
"eyeLookUpRight", "eyeLookDownRight",
]},
{ label: "Mouth", features: [
"jawOpen", "jawForward", "jawLeft", "jawRight",
"mouthClose", "mouthFunnel", "mouthPucker",
"mouthLeft", "mouthRight",
"mouthSmileLeft", "mouthSmileRight",
"mouthFrownLeft", "mouthFrownRight",
"mouthDimpleLeft", "mouthDimpleRight",
"mouthStretchLeft", "mouthStretchRight",
"mouthPressLeft", "mouthPressRight",
"mouthRollUpper", "mouthRollLower",
"mouthShrugUpper", "mouthShrugLower",
"mouthUpperUpLeft", "mouthUpperUpRight",
"mouthLowerDownLeft", "mouthLowerDownRight",
]},
{ label: "Cheeks / nose / tongue", features: [
"cheekPuff", "cheekSquintLeft", "cheekSquintRight",
"noseSneerLeft", "noseSneerRight",
"tongueOut",
]},
// Derived = computed from raw 478-point landmarks rather than from
// the ARKit blendshape vector. Experimental β calibration is rough
// and may need tuning per face. The blendshape monitor includes
// these too so users can see if they track their movement at all.
{ label: "Derived (experimental)", features: [
"nostril_flare",
// brow asymmetry: max(0, browOuterUp{Side} - browOuterUp{OtherSide}).
// Reads ~0 when both brows match, climbs to ~0.6 when only one
// brow is fully raised. Used to give the moving-side antenna an
// extra kicker on single-brow gestures.
"brow_asym_left",
"brow_asym_right",
]},
];
const ALL_FEATURES = FEATURE_GROUPS.flatMap((g) => g.features);
function isMaster() { return $("toggleMaster")?.checked ?? false; }
function isMirror() { return $("toggleMirror")?.checked ?? false; }
// βββ DOM helpers βββββββββββββββββββββββββββββββββββββββββββ
const $ = (id) => document.getElementById(id);
// βββ Login screen states βββββββββββββββββββββββββββββββββββ
//
// The same #loginView is reused for three things:
// - "Checking sign-inβ¦" on page load while authenticate() resolves.
// - "Sign in with HF" if authenticate() returned false.
// - "Couldn't connect" if connect() threw after auth (rare).
//
// Hiding the OAuth button when not needed prevents a double-click during
// the brief "checking" window from triggering a redundant OAuth redirect.
function setLoginMessage(msg, { showButton = false } = {}) {
$("loginMessage").textContent = msg;
$("btnLogin").classList.toggle("hidden", !showButton);
}
function showLogin() {
$("loginView").classList.remove("hidden");
$("mainApp").classList.add("hidden");
}
function showMain() {
$("loginView").classList.add("hidden");
$("mainApp").classList.remove("hidden");
$("username").textContent = "@" + (robot.username || "user");
}
// View toggling between picker and mimicry inside the main app.
function showPicker() {
$("robotSelector").classList.remove("hidden");
$("mimicryView").classList.add("hidden");
}
function showMimicry() {
$("robotSelector").classList.add("hidden");
$("mimicryView").classList.remove("hidden");
}
function setPickerHeader(text) {
const el = $("pickerHeader");
if (el) el.textContent = text;
}
// βββ Webcam ββββββββββββββββββββββββββββββββββββββββββββββββ
// Installed before connect(), because the cloud SDK can announce the robot
// video track just before its higher-level streaming event.
robot.addEventListener("videoTrack", (event) => {
const stream = event.detail?.stream;
if (stream?.getVideoTracks?.().length) pendingRobotCameraStream = stream;
});
function waitForRobotCamera(timeoutMs = 12000) {
if (pendingRobotCameraStream?.getVideoTracks?.().length) {
return Promise.resolve(pendingRobotCameraStream);
}
return new Promise((resolve, reject) => {
const onTrack = (event) => {
const stream = event.detail?.stream;
if (!stream?.getVideoTracks?.().length) return;
clearTimeout(timeout);
robot.removeEventListener("videoTrack", onTrack);
pendingRobotCameraStream = stream;
resolve(stream);
};
const timeout = setTimeout(() => {
robot.removeEventListener("videoTrack", onTrack);
reject(new Error("Timed out waiting for Reachy's onboard camera"));
}, timeoutMs);
robot.addEventListener("videoTrack", onTrack);
});
}
async function startCamera() {
if (cameraStream) return cameraStream;
cameraStream = await waitForRobotCamera();
// Same robot MediaStream feeds both views: raw and face-mesh overlay.
for (const id of ["localVideo", "localVideo2"]) {
const v = $(id);
if (!v) continue;
v.srcObject = cameraStream;
await v.play().catch(() => {});
}
const primaryVideo = $("localVideo");
if (primaryVideo && primaryVideo.readyState < HTMLMediaElement.HAVE_METADATA) {
await Promise.race([
new Promise((resolve) => primaryVideo.addEventListener("loadedmetadata", resolve, { once: true })),
sleep(5000),
]);
}
$("streamingStatus").textContent = "Reachy camera live";
return cameraStream;
}
function stopCamera() {
// The session owns this remote receiver. Do not stop its tracks before the
// robot has received the neutral-return command.
cameraStream = null;
pendingRobotCameraStream = null;
for (const id of ["localVideo", "localVideo2"]) {
const v = $(id);
if (v) v.srcObject = null;
}
// Wipe the mesh canvas so a frozen frame doesn't linger.
const canvas = $("overlayCanvas");
if (canvas) {
const ctx = canvas.getContext("2d");
ctx.clearRect(0, 0, canvas.width, canvas.height);
}
const status = $("streamingStatus");
if (status) status.textContent = "Reachy camera offline";
}
// βββ FaceLandmarker ββββββββββββββββββββββββββββββββββββββββ
// MediaPipe Tasks-Vision FaceLandmarker. Returns 52 ARKit-style
// blendshapes + a 4x4 facialTransformationMatrix (head pose) per
// frame. Runs on a WASM/WebGL backend on-device β no upload.
async function initFaceLandmarker() {
if (faceLandmarker) return faceLandmarker;
if (!FaceLandmarker) {
const mod = await import("https://cdn.jsdelivr.net/npm/@mediapipe/tasks-vision@0.10.35/+esm");
FaceLandmarker = mod.FaceLandmarker;
FilesetResolver = mod.FilesetResolver;
DrawingUtils = mod.DrawingUtils;
}
const fileset = await FilesetResolver.forVisionTasks(
"https://cdn.jsdelivr.net/npm/@mediapipe/tasks-vision@0.10.35/wasm",
);
faceLandmarker = await FaceLandmarker.createFromOptions(fileset, {
baseOptions: {
modelAssetPath:
"https://storage.googleapis.com/mediapipe-models/face_landmarker/face_landmarker/float16/1/face_landmarker.task",
delegate: "GPU",
},
runningMode: "VIDEO",
numFaces: 1,
outputFaceBlendshapes: true,
outputFacialTransformationMatrixes: true,
});
return faceLandmarker;
}
function startTracking() {
if (trackingActive) return;
trackingActive = true;
const video = $("localVideo");
let lastTimestamp = -1;
const tick = () => {
if (!trackingActive) return;
if (video.readyState >= 2 && video.currentTime !== lastTimestamp && faceLandmarker) {
lastTimestamp = video.currentTime;
// detectForVideo wants a monotonic timestamp in ms.
const result = faceLandmarker.detectForVideo(video, performance.now());
onFrame(result);
}
requestAnimationFrame(tick);
};
requestAnimationFrame(tick);
}
function stopTracking() {
trackingActive = false;
}
// Per-frame callback: build a feature dict from the FaceLandmarker
// result and stash it for the 20 Hz send loop to consume.
//
// Features available to mapping rules:
// - head_roll, head_pitch, head_yaw : radians (from transformation matrix)
// - head_x, head_y, head_z : metres-ish, baseline-subtracted
// - <52 ARKit blendshape names> : 0..1 each
// - _bias : constant 1.0 (for idle offsets)
function onFrame(result) {
// Draw the mesh overlay on the right-hand video regardless of whether
// we actually built features this frame β a clean canvas is the
// right "no face" state.
drawMesh(result.faceLandmarks?.[0]);
const hasFace = result.faceBlendshapes?.length > 0
&& result.facialTransformationMatrixes?.length > 0;
if (!hasFace) {
lastFeatures = null;
lastFaceMatrix = null;
if (performance.now() - lastTrackingLog > 1000) {
lastTrackingLog = performance.now();
console.log("[face] no face");
}
return;
}
const features = { _bias: 1.0 };
// Blendshapes β 52 named scores in [0, 1].
for (const c of result.faceBlendshapes[0].categories) {
features[c.categoryName] = c.score;
}
// Head pose from facialTransformationMatrix (column-major 4x4 in
// some MediaPipe builds; for tasks-vision it's row-major flat[16]).
// Decompose the upper-left 3x3 into intrinsic XYZ (roll/pitch/yaw).
const m = result.facialTransformationMatrixes[0].data;
lastFaceMatrix = m;
const rpy = matrixToRollPitchYaw(m);
features.head_roll = rpy.roll;
features.head_pitch = rpy.pitch;
features.head_yaw = rpy.yaw;
// Translation β units are roughly cm in the canonical face model.
// We baseline on first detection; downstream mapping scales.
const tx = m[3], ty = m[7], tz = m[11];
if (baselineZ === null) baselineZ = tz;
features.head_x = tx * 0.01; // cm β m
features.head_y = ty * 0.01;
features.head_z = (tz - baselineZ) * 0.01;
// Derived: nostril flare (experimental).
// Lateral distance between the alae (the widest points of the
// nostrils), normalised by inter-outer-eye-corner distance to
// cancel out face size and head depth. MediaPipe FaceMesh indices:
// 64 = right alar lateral
// 294 = left alar lateral
// 33 = right eye outer corner
// 263 = left eye outer corner
// Calibration is a guess β at neutral the ratio sits around 0.42,
// a strong flare bumps it to ~0.48. The user can tune by adjusting
// the rule weight in the tuner; the blendshape monitor will show
// whether the raw signal moves at all.
const lms = result.faceLandmarks?.[0];
if (lms && lms.length > 294) {
const nostrilW = Math.abs(lms[64].x - lms[294].x);
const eyeW = Math.abs(lms[33].x - lms[263].x);
if (eyeW > 0.01) {
const ratio = nostrilW / eyeW;
const NOSTRIL_REST = 0.42;
const NOSTRIL_FLARE = 0.48;
features.nostril_flare = clamp(
(ratio - NOSTRIL_REST) / (NOSTRIL_FLARE - NOSTRIL_REST),
0, 1,
);
} else {
features.nostril_flare = 0;
}
} else {
features.nostril_flare = 0;
}
// Brow asymmetry. max() introduces a kink at delta = 0 but the
// brow signals are noisy enough below ~0.05 that the kink is
// imperceptible in practice β and it lets us route the boost only
// to the moving-side antenna with no conditional in the rule.
const bL = features.browOuterUpLeft ?? 0;
const bR = features.browOuterUpRight ?? 0;
features.brow_asym_left = Math.max(0, bL - bR);
features.brow_asym_right = Math.max(0, bR - bL);
lastFeatures = features;
// Periodic console summary so it's easy to confirm tracking works
// without console-spam at 30 fps.
const now = performance.now();
if (now - lastTrackingLog > 1000) {
lastTrackingLog = now;
const top = result.faceBlendshapes[0].categories
.filter((c) => c.score > 0.15)
.sort((a, b) => b.score - a.score)
.slice(0, 4)
.map((c) => `${c.categoryName}=${c.score.toFixed(2)}`)
.join(" ");
console.log(
`[face] yaw=${(rpy.yaw * 180 / Math.PI).toFixed(0)}Β° pitch=${(rpy.pitch * 180 / Math.PI).toFixed(0)}Β° roll=${(rpy.roll * 180 / Math.PI).toFixed(0)}Β° z=${features.head_z.toFixed(3)}m | ${top}`,
);
}
}
// Draw the face mesh + emphasised features onto the overlay canvas.
// Resizes the canvas's internal bitmap to match the source video so
// landmarks (which are normalised 0..1) project correctly.
function drawMesh(landmarks) {
const canvas = $("overlayCanvas");
const video = $("localVideo2");
if (!canvas || !video) return;
const ctx = canvas.getContext("2d");
const w = video.videoWidth || 640;
const h = video.videoHeight || 480;
if (canvas.width !== w) canvas.width = w;
if (canvas.height !== h) canvas.height = h;
ctx.clearRect(0, 0, w, h);
if (!landmarks || !DrawingUtils) return;
const du = new DrawingUtils(ctx);
// Tessellation in low-opacity white = the gauzy "mesh" look.
du.drawConnectors(landmarks, FaceLandmarker.FACE_LANDMARKS_TESSELATION, {
color: "#FFFFFF22", lineWidth: 0.6,
});
// Highlights for the features the mapping cares about.
du.drawConnectors(landmarks, FaceLandmarker.FACE_LANDMARKS_RIGHT_EYE, { color: "#FF6B35", lineWidth: 1.2 });
du.drawConnectors(landmarks, FaceLandmarker.FACE_LANDMARKS_LEFT_EYE, { color: "#FF6B35", lineWidth: 1.2 });
du.drawConnectors(landmarks, FaceLandmarker.FACE_LANDMARKS_RIGHT_EYEBROW,{ color: "#FF8A5C", lineWidth: 1.4 });
du.drawConnectors(landmarks, FaceLandmarker.FACE_LANDMARKS_LEFT_EYEBROW, { color: "#FF8A5C", lineWidth: 1.4 });
du.drawConnectors(landmarks, FaceLandmarker.FACE_LANDMARKS_LIPS, { color: "#FF6B35", lineWidth: 1.2 });
du.drawConnectors(landmarks, FaceLandmarker.FACE_LANDMARKS_FACE_OVAL, { color: "#FFFFFF66", lineWidth: 1.0 });
if (FaceLandmarker.FACE_LANDMARKS_RIGHT_IRIS) {
du.drawConnectors(landmarks, FaceLandmarker.FACE_LANDMARKS_RIGHT_IRIS, { color: "#48BB78", lineWidth: 1.4 });
du.drawConnectors(landmarks, FaceLandmarker.FACE_LANDMARKS_LEFT_IRIS, { color: "#48BB78", lineWidth: 1.4 });
}
}
// Decompose a flat 4x4 rotation matrix (row-major as MediaPipe's
// tasks-vision returns it) into intrinsic XYZ Euler (roll, pitch, yaw)
// in radians, matching the convention used by reachy_mini's
// rpyToMatrix(roll, pitch, yaw).
function matrixToRollPitchYaw(m) {
// m is flat[16] row-major: rows R0=m[0..3], R1=m[4..7], R2=m[8..11].
// Upper-left 3x3:
// m00 m01 m02
// m10 m11 m12
// m20 m21 m22
const m00 = m[0], m01 = m[1], m02 = m[2];
const m10 = m[4], m11 = m[5], m12 = m[6];
const m20 = m[8], m21 = m[9], m22 = m[10];
// Intrinsic XYZ (R = Rx Β· Ry Β· Rz):
// pitch = atan2(-m12, m22) (rotation about X, "nod")
// yaw = asin( m02) (rotation about Y, "turn")
// roll = atan2(-m01, m00) (rotation about Z, "tilt")
// Confirmed empirically:
// - User testing: yaw and roll feel correct as-is.
// - Pitch was inverted (looking down made the robot look up), so
// we flip its sign β reachy_mini's rpyToMatrix interprets
// +pitch as "tilt forward / chin down" in this build.
const pitch = -Math.atan2(-m12, m22);
const yaw = -Math.asin(clamp(m02, -1, 1));
const roll = -Math.atan2(-m01, m00);
return { roll, pitch, yaw };
}
// βββ Mapping: features β robot DOF targets βββββββββββββββββ
// Returns null if there's nothing to send (no face detected, or master
// off). The caller is responsible for zeroing the robot back to
// neutral when master is off.
function mapToTargets(features) {
if (!features) return null;
// Apply mirror by flipping yaw of head, which transitively affects
// any rule that uses head_yaw.
const mirror = isMirror() ? -1 : 1;
const f = { ...features, head_yaw: features.head_yaw * mirror };
// Head β rotations are geometric pose Γ amplitude PLUS rule
// contributions; translations are rule-only. Translations were
// previously driven by the face's frame-Z (depth from camera) but
// that meant moving toward/away from the camera shoved the robot
// around β disruptive and pointless. Rotations only for geometric;
// X/Y/Z translation is a free expressive axis driven by rules.
const hr = config.headRules;
const headRollDeg = clamp(
(f.head_roll * 180 / Math.PI) * config.headAmp.roll + sumRules(hr.head_roll, f),
-HEAD_ROLL_MAX_DEG, HEAD_ROLL_MAX_DEG);
const headPitchDeg = clamp(
(f.head_pitch * 180 / Math.PI) * config.headAmp.pitch + sumRules(hr.head_pitch, f),
-HEAD_PITCH_MAX_DEG, HEAD_PITCH_MAX_DEG);
const headYawDeg = clamp(
(f.head_yaw * 180 / Math.PI) * config.headAmp.yaw + sumRules(hr.head_yaw, f),
-HEAD_YAW_MAX_DEG, HEAD_YAW_MAX_DEG);
const headX = clamp(sumRules(hr.head_x, f), HEAD_X_MIN, HEAD_X_MAX);
const headY = clamp(sumRules(hr.head_y, f), HEAD_Y_MIN, HEAD_Y_MAX);
const headZ = clamp(sumRules(hr.head_z, f), HEAD_Z_MIN, HEAD_Z_MAX);
// body_yaw is locked to head_yaw (same numeric angle, in radians).
// Mechanical reason: when the Stewart head platform was asked to
// yaw alone it leaked into roll/pitch as the IK approached its
// workspace edge. Driving head and body together keeps the Stewart
// away from that limit. config.rules.body_yaw is intentionally
// ignored here.
const bodyYaw = clamp(headYawDeg * Math.PI / 180,
-BODY_YAW_MAX_RAD, BODY_YAW_MAX_RAD);
const leftAnt = clamp(sumRules(config.rules.left_antenna, f),
-ANTENNA_MAX_RAD, ANTENNA_MAX_RAD);
const rightAnt = clamp(sumRules(config.rules.right_antenna, f),
-ANTENNA_MAX_RAD, ANTENNA_MAX_RAD);
return { headRollDeg, headPitchDeg, headYawDeg,
headX, headY, headZ,
bodyYaw, leftAnt, rightAnt };
}
function sumRules(rules, features) {
let sum = 0;
for (const r of rules) {
const v = features[r.feature];
if (v != null) sum += r.weight * v;
}
return sum;
}
// βββ Tuner UI rendering ββββββββββββββββββββββββββββββββββββ
function renderHeadAmpPanel() {
const panel = $("headAmpPanel");
if (!panel) return;
const rows = [
["roll", "Roll amp"],
["pitch", "Pitch amp"],
["yaw", "Yaw amp"],
];
panel.innerHTML = "";
for (const [key, label] of rows) {
const row = document.createElement("div");
row.className = "slider-row";
row.innerHTML = `
<span class="slider-label">${label}</span>
<input type="range" class="slider" min="0" max="3" step="0.05"
value="${config.headAmp[key]}" data-headamp="${key}">
<span class="slider-value" data-headamp-val="${key}">${config.headAmp[key].toFixed(2)}</span>
`;
panel.appendChild(row);
}
panel.querySelectorAll("input[data-headamp]").forEach((input) => {
input.addEventListener("input", () => {
const key = input.dataset.headamp;
const v = parseFloat(input.value);
config.headAmp[key] = v;
panel.querySelector(`[data-headamp-val="${key}"]`).textContent = v.toFixed(2);
});
});
}
function buildFeatureSelect(selected) {
const select = document.createElement("select");
for (const group of FEATURE_GROUPS) {
const og = document.createElement("optgroup");
og.label = group.label;
for (const f of group.features) {
const opt = document.createElement("option");
opt.value = f;
opt.textContent = f;
if (f === selected) opt.selected = true;
og.appendChild(opt);
}
select.appendChild(og);
}
return select;
}
function renderChannel(channelKey) {
const list = $(`rules_${channelKey}`);
if (!list) return;
list.innerHTML = "";
config.rules[channelKey].forEach((rule, idx) => {
list.appendChild(buildRuleRow(channelKey, rule, idx));
});
}
function buildRuleRow(channelKey, rule, idx) {
const row = document.createElement("div");
row.className = "rule-row";
row.dataset.channel = channelKey;
row.dataset.idx = String(idx);
// Feature dropdown
const select = buildFeatureSelect(rule.feature);
select.addEventListener("change", () => {
config.rules[channelKey][idx].feature = select.value;
});
row.appendChild(select);
// Weight slider + value
const weightBlock = document.createElement("div");
weightBlock.className = "weight-block";
weightBlock.innerHTML = `
<input type="range" class="slider" min="-2" max="2" step="0.01" value="${rule.weight}">
<span class="slider-value">${rule.weight.toFixed(2)}</span>
`;
const weightSlider = weightBlock.querySelector("input");
const weightLabel = weightBlock.querySelector(".slider-value");
weightSlider.addEventListener("input", () => {
const v = parseFloat(weightSlider.value);
config.rules[channelKey][idx].weight = v;
weightLabel.textContent = v.toFixed(2);
});
// Live contribution readout
const live = document.createElement("span");
live.className = "live-readout";
live.textContent = "β";
// Remove
const removeBtn = document.createElement("button");
removeBtn.className = "btn-remove";
removeBtn.textContent = "Γ";
removeBtn.title = "Remove this mapping";
removeBtn.addEventListener("click", () => {
config.rules[channelKey].splice(idx, 1);
renderChannel(channelKey);
});
// Layout: [select] [weight-block + live] [Γ]
// (CSS grid handles wrapping on narrow viewports.)
const middle = document.createElement("div");
middle.style.display = "flex";
middle.style.flexDirection = "column";
middle.style.gap = "4px";
middle.appendChild(weightBlock);
middle.appendChild(live);
row.appendChild(middle);
row.appendChild(removeBtn);
return row;
}
function renderAllChannels() {
for (const ch of ["body_yaw", "left_antenna", "right_antenna"]) {
renderChannel(ch);
}
}
function renderTuner() {
renderHeadAmpPanel();
renderBlendshapeMonitor();
renderAllChannels();
}
// Build the 52 bar rows once. Subsequent updates only mutate the
// `width` of each fill div + the inner text of the value β no DOM
// churn (52 rows Γ 15 Hz would be a lot).
function renderBlendshapeMonitor() {
const root = $("blendshapeMonitor");
if (!root) return;
if (root.dataset.built === "1") return;
root.dataset.built = "1";
// 52 blendshapes from the ARKit-aligned set, alphabetised so the
// user can find one without hunting.
const allBlendshapes = FEATURE_GROUPS
.filter((g) => g.label !== "Special" && g.label !== "Head pose (raw)")
.flatMap((g) => g.features)
.sort();
const grid = document.createElement("div");
grid.className = "bs-grid";
for (const name of allBlendshapes) {
const row = document.createElement("div");
row.className = "bs-row dim";
row.dataset.feature = name;
row.innerHTML = `
<span class="bs-label" title="${name}">${name}</span>
<div class="bs-bar"><div class="bs-fill"></div></div>
<span class="bs-val">0.00</span>
`;
grid.appendChild(row);
}
root.innerHTML = "";
root.appendChild(grid);
}
// 15 Hz updater for both blendshape bars and rule live-readouts.
const ACTIVE_THRESHOLD = 0.05; // below this, dim the row
function tickLiveDisplay() {
if (!lastFeatures) return;
// Blendshape bars
const bars = document.querySelectorAll("#blendshapeMonitor .bs-row");
bars.forEach((row) => {
const v = lastFeatures[row.dataset.feature];
if (v == null) return;
const fill = row.querySelector(".bs-fill");
const val = row.querySelector(".bs-val");
const pct = Math.max(0, Math.min(1, v)) * 100;
fill.style.width = pct + "%";
val.textContent = v.toFixed(2);
row.classList.toggle("dim", v < ACTIVE_THRESHOLD);
});
// Rule rows β same loop body as the previous separate ticker.
for (const channelKey of ["body_yaw", "left_antenna", "right_antenna"]) {
const list = $(`rules_${channelKey}`);
if (!list) continue;
list.querySelectorAll(".rule-row").forEach((row) => {
const idx = parseInt(row.dataset.idx, 10);
const rule = config.rules[channelKey][idx];
if (!rule) return;
const v = lastFeatures[rule.feature];
const live = row.querySelector(".live-readout");
if (v == null) {
live.textContent = "β";
} else {
const contrib = rule.weight * v;
live.textContent = `${v.toFixed(2)} β ${contrib >= 0 ? "+" : ""}${contrib.toFixed(2)}`;
}
});
}
}
// βββ 20 Hz send loop βββββββββββββββββββββββββββββββββββββββ
function startSendLoop() {
if (sendIntervalId) return;
sendIntervalId = setInterval(() => {
if (!isMaster()) return;
const targets = mapToTargets(lastFeatures);
if (!targets) return;
try {
// setFullTarget accepts the nested 4x4 directly and packs it
// into one set_full_target wire command, atomic with the
// antenna and body fields.
const head = rpyToMatrix(
targets.headRollDeg,
targets.headPitchDeg,
targets.headYawDeg,
);
head[0][3] = targets.headX;
head[1][3] = targets.headY;
head[2][3] = targets.headZ;
robot.setFullTarget({
head,
antennas: [targets.rightAnt, targets.leftAnt],
bodyYaw: targets.bodyYaw,
});
} catch (e) {
// Don't drop the loop on a single transient failure.
console.warn("setFullTarget failed:", e);
}
}, 1000 / SEND_HZ);
}
function stopSendLoop() {
if (sendIntervalId) {
clearInterval(sendIntervalId);
sendIntervalId = null;
}
}
// One-shot neutral pose: identity head, idle antennas, body straight.
// Used on master-toggle-off β for full session-stop, prefer
// Motor.softReturnToBase() (synchronous fire-and-forget pattern, also
// safe inside pagehide).
function sendNeutral() {
if (robot.state !== "streaming") return;
try {
robot.setFullTarget({
head: INIT_HEAD_POSE,
antennas: INIT_ANTENNAS,
bodyYaw: 0,
});
} catch (e) {
console.warn("sendNeutral failed:", e);
}
}
// βββ Debug snapshot ββββββββββββββββββββββββββββββββββββββββ
// Dumps the full tracking state to a JSON download so the user can
// share it back for offline debugging (calibration, axis questions,
// etc). Includes everything the mapper sees this frame plus the
// targets it would produce, so a snapshot is enough to reconstruct
// the exact robot command without rerunning the camera.
function saveSnapshot() {
if (!lastFeatures || !lastFaceMatrix) {
alert("No face tracked yet β point the camera at your face first.");
return;
}
const snapshot = {
schema: "mime_bot/snapshot/v1",
captured_at: new Date().toISOString(),
perf_ms: Math.round(performance.now()),
flags: {
mirror: isMirror(),
master: isMaster(),
},
raw: {
// Row-major flat[16] as MediaPipe's tasks-vision returns it.
// Translation lives at indices 3, 7, 11 (tx, ty, tz in cm).
face_matrix_row_major_flat16: Array.from(lastFaceMatrix),
// The first detected tz (in cm) used as a baseline so the
// depth feature reads ~0 at startup. Useful to interpret
// features.head_z below.
baselineZ_cm: baselineZ,
},
// The dict the mapping rules consume β 52 ARKit blendshapes,
// head_roll/pitch/yaw (rad), head_x/y/z (m, baseline-subtracted),
// plus derived (nostril_flare, etc.) and `_bias = 1.0`.
features: lastFeatures,
// What mapToTargets would produce for this frame.
targets: mapToTargets(lastFeatures),
// The active mapper configuration so the snapshot is
// self-contained β no need to also remember which weights
// were live when it was taken.
config: {
headAmp: { ...config.headAmp },
headRules: JSON.parse(JSON.stringify(config.headRules)),
rules: JSON.parse(JSON.stringify(config.rules)),
},
};
const stamp = new Date().toISOString().replace(/[:.]/g, "-");
const blob = new Blob([JSON.stringify(snapshot, null, 2)],
{ type: "application/json" });
const url = URL.createObjectURL(blob);
const a = document.createElement("a");
a.href = url;
a.download = `mime_bot_snapshot_${stamp}.json`;
document.body.appendChild(a);
a.click();
document.body.removeChild(a);
URL.revokeObjectURL(url);
}
function applyMirrorClass() {
const container = document.querySelector("#mimicryView .video-container");
if (!container) return;
if ($("toggleMirror").checked) container.classList.add("mirror-preview");
else container.classList.remove("mirror-preview");
}
// βββ Robot picker ββββββββββββββββββββββββββββββββββββββββββ
// One-click picker (mirrors marionette_js): tapping a robot card starts
// the session immediately. No intermediate "Start" button.
function renderRobotList(robots) {
const list = $("robotList");
list.innerHTML = "";
if (!robots?.length) {
setPickerHeader("Looking for your robot");
list.innerHTML = '<div class="hint">Power one on and make sure it\'s signed in to your HF account.</div>';
return;
}
setPickerHeader("Pick your robot");
for (const r of robots) {
const div = document.createElement("div");
div.className = "robot-card";
div.innerHTML = `<div class="name">${r.meta?.name || "Reachy Mini"}</div>
<div class="id">${r.id.slice(0, 12)}β¦</div>`;
div.onclick = () => pickRobot(r);
list.appendChild(div);
}
// If this account has exactly one free robot, there is no useful choice
// to make. Start it automatically on LAN and through the HF relay alike.
const onlyRobot = robots.length === 1 ? robots[0] : null;
if (!selectedRobotId && onlyRobot && !onlyRobot.busy) {
// Do not start from inside the SDK's robotsChanged dispatch. The
// signaling read-loop may still be finishing connect(); negotiating
// in that same turn can process the SDP twice and leave the peer in
// `stable` before setRemoteDescription(answer). A short task delay
// starts from a settled connected state and matches a real card tap.
setTimeout(() => {
if (!selectedRobotId && robot.state === "connected") {
pickRobot(onlyRobot);
}
}, 2500);
}
}
async function pickRobot(r) {
selectedRobotId = r.id;
$("robotName").textContent = r.meta?.name || "Reachy Mini";
setPickerHeader(`Starting session with ${r.meta?.name || "robot"}β¦`);
try {
await robot.startSession(r.id);
// The 'streaming' handler takes over view + camera + tracking.
} catch (e) {
console.error("startSession failed:", e);
setPickerHeader("Pick your robot");
const msg = e.reason?.startsWith("robot_busy")
? `Robot busy β "${e.activeApp || "another app"}" is connected`
: `Failed: ${e.message || e}`;
alert(msg);
}
}
// βββ Lifecycle event wiring ββββββββββββββββββββββββββββββββ
robot.addEventListener("robotsChanged", (e) => renderRobotList(e.detail.robots));
robot.addEventListener("streaming", async () => {
showMimicry();
try {
await startCamera();
} catch (e) {
console.error("Reachy camera failed:", e);
alert("Reachy's onboard camera did not start. The autonomous tracker is still running on the robot.");
try { await robot.stopSession(); } catch {}
return;
}
$("streamingStatus").textContent = "Autonomous tracker Β· camera live";
});
robot.addEventListener("state", (event) => {
const target = event.detail?.face_target || event.detail?.faceTarget;
const status = $("trackingStatus");
if (!status || !target) return;
status.textContent = target.detected ? "Face locked Β· following" : "Searching for a faceβ¦";
});
robot.addEventListener("sessionStopped", (e) => {
stopSendLoop();
stopTracking();
baselineZ = null;
stopCamera();
showPicker();
setPickerHeader(e.detail?.message || "Pick your robot");
});
robot.addEventListener("disconnected", () => {
// Signaling/SSE went away. Drop back to the login screen with a
// prompt to re-auth (covers token expiry as well as network drops).
setLoginMessage("Disconnected β sign in again to reconnect.", { showButton: true });
showLogin();
});
robot.addEventListener("sessionRejected", (e) => {
const active = e.detail?.activeApp;
alert(active ? `Robot busy β "${active}" is already connected` : "Robot busy");
});
robot.addEventListener("error", (e) => {
console.error(`[${e.detail.source}]`, e.detail.error);
});
// βββ Button wiring βββββββββββββββββββββββββββββββββββββββββ
$("btnLogin").addEventListener("click", () => {
if (isPublishedLauncher) location.href = LAN_MONITOR_URL;
else robot.login();
});
$("btnLogout").addEventListener("click", () => {
robot.logout();
setLoginMessage("Sign in to monitor Reachy.", { showButton: true });
showLogin();
});
$("btnStop").addEventListener("click", async () => {
stopCamera();
try {
await robot.stopSession();
} catch (e) {
console.warn("stopSession:", e);
}
});
// βββ Clean shutdown on tab close / navigation βββββββββββββ
//
// pagehide and beforeunload give us a *very* short synchronous window.
// We can't await sleeps. The trick (per marionette_js): we don't need to
// β we push three sync commands to the WebRTC data channel and let the
// daemon execute them on its own clock after the page is gone:
// 1. setFullTarget(currentPose) β pin goal=current, no jerk
// 2. setMotorMode("enabled") β torque on
// 3. gotoTarget(INIT) β daemon interps to base
let _shuttingDown = false;
function shutdown() {
if (_shuttingDown) return;
_shuttingDown = true;
try {
stopCamera();
} catch {}
}
window.addEventListener("pagehide", shutdown);
window.addEventListener("beforeunload", shutdown);
// Mirror toggle is purely visual on the local preview (face landmark
// extraction always reads the un-flipped frame; the mapper flips
// head_yaw at the output). Wired here so the CSS class applies
// immediately on click, even before streaming.
onDomReady(() => {
const t = $("toggleMirror");
if (t) t.addEventListener("change", applyMirrorClass);
// Toggling master off β return to neutral immediately.
// Toggling on β loop resumes naturally on next tick.
$("toggleMaster")?.addEventListener("change", () => {
if (!isMaster()) sendNeutral();
});
// +Add mapping: appends a neutral rule to the channel.
document.querySelectorAll(".btn-add[data-channel]").forEach((btn) => {
btn.addEventListener("click", () => {
const ch = btn.dataset.channel;
config.rules[ch].push({ feature: "_bias", weight: 0.0 });
renderChannel(ch);
});
});
// Reset to defaults: deep-copy and re-render all panels.
$("btnReset")?.addEventListener("click", () => {
const fresh = JSON.parse(JSON.stringify(DEFAULT_CONFIG));
config.headAmp = fresh.headAmp;
config.headRules = fresh.headRules;
config.rules = fresh.rules;
$("toggleMirror").checked = false;
applyMirrorClass();
renderTuner();
});
// Initial render so the panels look populated even before the
// first session (the data is in #mimicryView which stays hidden,
// but the content is ready when it shows).
if ($("headAmpPanel")) renderTuner();
// ~15 Hz ticker drives both the blendshape monitor and the rule
// live-readouts off the same lastFeatures snapshot.
setInterval(tickLiveDisplay, 70);
});
// βββ Bootstrap βββββββββββββββββββββββββββββββββββββββββββββ
//
// Mirrors marionette_js's flow: try to silently authenticate from the
// stored OAuth state (or freshly returned URL parameters), and if that
// succeeds, auto-connect to the signaling server. The user only ever
// sees the login screen if they're not signed in.
async function bootstrap() {
showLogin();
setLoginMessage("Checking sign-inβ¦");
// The public relay currently misroutes the browser's WebRTC answer and can
// leave the robot daemon stopped after its watchdog fires. Keep the public
// Space as a safe launcher; the actual no-login monitor is hosted by Reachy.
if (isPublishedLauncher) {
$("btnLogin").textContent = "Open Reachy's monitor";
setLoginMessage("Connect your phone to Reachy's Wi-Fi network, then open the onboard monitor.", { showButton: true });
return;
}
let authed = false;
try {
authed = await robot.authenticate();
} catch (e) {
console.warn("authenticate threw:", e);
}
if (!authed) {
setLoginMessage("Sign in to monitor Reachy.", { showButton: true });
return;
}
showMain();
showPicker();
setPickerHeader("Connectingβ¦");
try {
await robot.connect();
setPickerHeader("Looking for your robot");
} catch (e) {
console.error("connect failed:", e);
setLoginMessage(
`Couldn't reach the signaling server: ${e.message || e}. Reload to retry.`,
{ showButton: true },
);
showLogin();
}
}
onDomReady(bootstrap);
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