dphn/Dolphin3.0-Mistral-24B is the ungated mirror of the Dolphin 3.0 Mistral 24B — exactly what you asked for. It's ~48GB fp16, which needs GPU+CPU split (device_map="auto" with 32GB on GPU, ~16GB in RAM). Let me kick off the download and update the service in parallel.

backlog.md

@@ -19,6 +19,13 @@ Pose tools (rtmlib / RTMPose, 2D):
 - ✅ Pose skeleton preview overlay in studio
 - ✅ Draggable joints to refine/explore a pose
 - ✅ Find similar poses across the library (translation/scale/mirror-invariant; `poses_index.json`)
+- ✅ Gesture presets in pose toolbar (T-pose, wave, arms raised, hands on hips, turn ±45°)
+- ✅ "Orbit all" button in Generate tab selects all 6 absolute camera angles at once
+
+Scenery:
+- ✅ source_refs now stores all references: person image + video name + extra ref image
+- ✅ /scenery/library endpoint — all scenery grouped by source video
+- ✅ "Previous scenery" panel in Scenery tab — browse & reuse scenery from any group, grouped by video
 
 ## Open
 
@@ -55,4 +62,9 @@ generating poses themself should use the adviced dimensions rather than the base
 introduce a like/dislike base system for images/group to determine the sort order (and more)
 - would also dislike the pose
 
-creating scenery should keep both video-frame + ref images as references, we only see 1 image now. 
+creating scenery should keep both video-frame + ref images as references, we only see 1 image now. ✅ fixed
+
+gesture ideas for future (require ControlNet / OpenPose conditioning):
+- animate limbs along keyframe curves (true motion)
+- 3D-aware rotation / "circling around" with depth estimation
+- camera-orbit batch with consistent lighting across views

tour-comfy/car.html

@@ -2922,8 +2922,13 @@
             bar.style.cssText = 'position:absolute;top:8px;left:8px;display:flex;gap:6px;z-index:102;';
             bar.innerHTML =
                 '<button class="sb-btn" onclick="lbPoseReset()" title="Re-detect the original pose">Reset</button>'
-              + '<button class="sb-btn primary" onclick="lbFindSimilarPose()" title="Find library images in this pose">Similar pose</button>';
+              + '<button class="sb-btn primary" onclick="lbFindSimilarPose()" title="Find library images in this pose">Similar pose</button>'
+              + '<div style="position:relative;display:inline-block">'
+              + '  <button class="sb-btn" id="gestureMenuBtn" onclick="toggleGestureMenu(event)" title="Apply a gesture preset to the skeleton">Gesture ▾</button>'
+              + '  <div id="gestureMenuPanel" style="display:none;position:absolute;top:100%;left:0;z-index:200;background:#18181b;border:1px solid #2a2a2a;border-radius:6px;padding:4px;box-shadow:0 6px 20px rgba(0,0,0,.7);min-width:150px;margin-top:4px"></div>'
+              + '</div>';
             viewer.appendChild(bar);
+            _buildGestureMenu();
 
             canvas.addEventListener('mousedown', _posePointerDown);
             canvas.addEventListener('mousemove', _posePointerMove);
@@ -2933,6 +2938,70 @@
             if (btn) btn.classList.add('primary');
         }
 
+        // --- Gesture presets: normalized [x,y,conf] per COCO-17 keypoint ---
+        // Defined in [0,1] image space for a portrait-oriented standing figure.
+        // Applied to the actual image by scaling to image pixel dimensions.
+        const GESTURE_PRESETS = [
+            { name: 'T-pose', desc: 'Arms fully extended sideways',
+              kpts: [[.50,.07,1],[.47,.065,1],[.53,.065,1],[.43,.08,1],[.57,.08,1],
+                     [.25,.22,1],[.75,.22,1],[.10,.22,1],[.90,.22,1],[-.02,.22,1],[1.02,.22,1],
+                     [.40,.52,1],[.60,.52,1],[.40,.72,1],[.60,.72,1],[.40,.93,1],[.60,.93,1]] },
+            { name: 'Wave right', desc: 'Right arm raised and waving',
+              kpts: [[.50,.07,1],[.47,.065,1],[.53,.065,1],[.43,.08,1],[.57,.08,1],
+                     [.35,.22,1],[.65,.22,1],[.20,.38,1],[.78,.10,1],[.22,.52,1],[.70,.04,1],
+                     [.40,.52,1],[.60,.52,1],[.40,.72,1],[.60,.72,1],[.40,.93,1],[.60,.93,1]] },
+            { name: 'Arms raised', desc: 'Both arms raised above head',
+              kpts: [[.50,.07,1],[.47,.065,1],[.53,.065,1],[.43,.08,1],[.57,.08,1],
+                     [.35,.22,1],[.65,.22,1],[.22,.08,1],[.78,.08,1],[.18,.02,1],[.82,.02,1],
+                     [.40,.52,1],[.60,.52,1],[.40,.72,1],[.60,.72,1],[.40,.93,1],[.60,.93,1]] },
+            { name: 'Hands on hips', desc: 'Hands resting on hips',
+              kpts: [[.50,.07,1],[.47,.065,1],[.53,.065,1],[.43,.08,1],[.57,.08,1],
+                     [.35,.22,1],[.65,.22,1],[.28,.40,1],[.72,.40,1],[.35,.52,1],[.65,.52,1],
+                     [.38,.52,1],[.62,.52,1],[.38,.72,1],[.62,.72,1],[.38,.93,1],[.62,.93,1]] },
+            { name: 'Turn left 45°', desc: 'Body turned ~45° to the left',
+              kpts: [[.45,.07,1],[.44,.065,1],[.50,.065,1],[.41,.08,1],[.52,.08,1],
+                     [.30,.22,1],[.58,.22,1],[.18,.38,1],[.65,.30,1],[.12,.52,1],[.70,.22,1],
+                     [.36,.52,1],[.58,.52,1],[.36,.72,1],[.58,.72,1],[.36,.93,1],[.58,.93,1]] },
+            { name: 'Turn right 45°', desc: 'Body turned ~45° to the right',
+              kpts: [[.55,.07,1],[.50,.065,1],[.56,.065,1],[.48,.08,1],[.59,.08,1],
+                     [.42,.22,1],[.70,.22,1],[.35,.30,1],[.82,.38,1],[.30,.22,1],[.88,.52,1],
+                     [.42,.52,1],[.64,.52,1],[.42,.72,1],[.64,.72,1],[.42,.93,1],[.64,.93,1]] },
+        ];
+
+        function _buildGestureMenu() {
+            const panel = document.getElementById('gestureMenuPanel');
+            if (!panel) return;
+            panel.innerHTML = GESTURE_PRESETS.map((g, i) =>
+                `<div style="padding:5px 10px;cursor:pointer;font-size:11px;border-radius:4px;white-space:nowrap"
+                    title="${escHtml(g.desc)}"
+                    onmouseenter="this.style.background='#2a2a2a'" onmouseleave="this.style.background=''"
+                    onclick="applyGesturePreset(${i})">${escHtml(g.name)}</div>`
+            ).join('');
+        }
+
+        function toggleGestureMenu(e) {
+            e.stopPropagation();
+            const p = document.getElementById('gestureMenuPanel');
+            if (!p) return;
+            const open = p.style.display !== 'none';
+            p.style.display = open ? 'none' : 'block';
+            if (!open) {
+                const close = (ev) => { if (!p.contains(ev.target)) { p.style.display='none'; document.removeEventListener('click',close); } };
+                setTimeout(() => document.addEventListener('click', close), 0);
+            }
+        }
+
+        function applyGesturePreset(idx) {
+            const st = window._poseState;
+            if (!st || !st.people.length) { showToast('No pose overlay active — click Pose first', 'info'); return; }
+            const g = GESTURE_PRESETS[idx];
+            const W = st.width, H = st.height;
+            st.people[0] = g.kpts.map(([nx, ny, c]) => [nx * W, ny * H, c]);
+            _drawPose();
+            document.getElementById('gestureMenuPanel').style.display = 'none';
+            showToast(`Gesture: ${g.name}`, 'success');
+        }
+
         function _drawPose() {
             const st = window._poseState; if (!st) return;
             const { ctx, canvas, scale, offX, offY } = st;
@@ -4506,7 +4575,12 @@
             // Camera angles section — absolute positions
             const absAngles = CAMERA_ANGLES.filter(a => !a.relative);
             const relAngles = CAMERA_ANGLES.filter(a => a.relative);
-            let html = '<div class="sb-label">Camera — absolute</div><div class="sb-camera-grid" id="sbCameraGrid">';
+            const ORBIT_NAMES = ['Front', '¾ Left', '¾ Right', 'Side L', 'Side R', 'Back'];
+            const allOrbitSel = ORBIT_NAMES.every(n => _sbSelectedAngles.has(n));
+            let html = `<div style="display:flex;align-items:center;gap:6px;margin-bottom:3px">
+                <span class="sb-label" style="margin:0;flex:1">Camera — absolute</span>
+                <button class="sb-btn${allOrbitSel?' primary':''}" style="padding:2px 8px;font-size:10px" onclick="sbToggleOrbitAll()" title="Select all 6 orbit angles (front · ¾ · side · back)">${allOrbitSel?'✓ Orbit all':'Orbit all'}</button>
+            </div><div class="sb-camera-grid" id="sbCameraGrid">`;
             html += absAngles.map(a => {
                 const sel  = _sbSelectedAngles.has(a.name) ? ' selected' : '';
                 const done = donePoses.has(a.name) ? ' done' : '';
@@ -4803,6 +4877,14 @@
             renderSidebarGenerate();
         }
 
+        function sbToggleOrbitAll() {
+            const ORBIT_NAMES = ['Front', '¾ Left', '¾ Right', 'Side L', 'Side R', 'Back'];
+            const allSel = ORBIT_NAMES.every(n => _sbSelectedAngles.has(n));
+            if (allSel) { ORBIT_NAMES.forEach(n => _sbSelectedAngles.delete(n)); }
+            else { ORBIT_NAMES.forEach(n => _sbSelectedAngles.add(n)); }
+            renderSidebarGenerate();
+        }
+
         function setSbRefMode(mode) {
             _sbRefMode = mode;
             renderSidebarGenerate();
@@ -5386,6 +5468,8 @@
         let _sceneVideo = null, _sceneDuration = 0, _sceneFrameBytes = null, _sceneJobPollTimer = null;
 
         let _sceneGridOpen = false;   // whether the video picker grid is expanded
+        let _sceneLibOpen = false;    // whether "previous scenery" library panel is expanded
+        let _sceneLib = null;         // cached { groups, ungrouped } from /scenery/library
         // 3 positional reference slots: 0=Background(image1), 1=Person(image2), 2=Extra(image3).
         // Each entry is null | {kind:'bytes', data:<base64>} | {kind:'file', name:<filename>}.
         // Backend contract: slot0→scene_bytes (bytes; a file here is fetched→bytes on submit),
@@ -5518,8 +5602,53 @@
                         ${canGen?'':'disabled'}>Create Scenery</button>
             </div>`;
 
+            // --- Previous scenery library (grouped by source video) ---
+            html += `<div class="sb-sep"></div>
+            <div style="display:flex;align-items:center;gap:6px;margin-bottom:6px">
+                <span class="sb-label" style="margin:0;flex:1">Previous scenery</span>
+                <button class="sb-btn" style="padding:2px 8px;font-size:10px" onclick="sceneLibToggle()">${_sceneLibOpen ? '▲ hide' : '▼ browse'}</button>
+            </div>`;
+            if (_sceneLibOpen) {
+                if (!_sceneLib) {
+                    html += `<div id="sceneLibLoader" style="font-size:11px;color:#666;padding:4px 0">Loading…</div>`;
+                } else if (!_sceneLib.groups.length && !_sceneLib.ungrouped.length) {
+                    html += `<div style="font-size:11px;color:#555;padding:4px 0">No previous scenery found.</div>`;
+                } else {
+                    const renderLibItems = (items) => items.map(it => {
+                        const url = IMAGE_FOLDER + encodeURIComponent(it.filename);
+                        const gLabel = it.group_id ? ` <span style="color:#555">${escHtml(it.group_id)}</span>` : '';
+                        return `<div style="display:inline-block;margin:2px;cursor:pointer;position:relative;vertical-align:top"
+                            title="Use as background · ${escHtml(it.filename)}${it.group_id?' ('+escHtml(it.group_id)+')':''}"
+                            onclick="sceneLibUseAsBackground(${JSON.stringify(it.filename)})">
+                            <img src="${url}" style="width:52px;height:52px;object-fit:cover;border-radius:4px;border:1px solid #333">
+                        </div>`;
+                    }).join('');
+                    _sceneLib.groups.forEach(g => {
+                        const vName = g.video.replace(/\.[^.]+$/, '');
+                        html += `<div style="margin-bottom:8px">
+                            <div style="font-size:10px;color:#888;margin-bottom:3px">📹 ${escHtml(vName)}</div>
+                            <div>${renderLibItems(g.items)}</div>
+                        </div>`;
+                    });
+                    if (_sceneLib.ungrouped.length) {
+                        html += `<div style="margin-bottom:8px">
+                            <div style="font-size:10px;color:#888;margin-bottom:3px">📷 uploaded / other</div>
+                            <div>${renderLibItems(_sceneLib.ungrouped)}</div>
+                        </div>`;
+                    }
+                }
+            }
+
             panel.innerHTML = html;
 
+            // Lazy-load library data when panel is opened
+            if (_sceneLibOpen && !_sceneLib) {
+                fetch(`${API}/scenery/library`)
+                    .then(r => r.ok ? r.json() : null)
+                    .then(d => { if (d) { _sceneLib = d; renderSidebarScenery(); } })
+                    .catch(() => {});
+            }
+
             // Restore the preserved prompt text and size the textarea.
             const spEl = document.getElementById('scenePromptInput');
             if (spEl) { spEl.value = prevScenePrompt; autoGrowPrompt(spEl); }
@@ -5557,6 +5686,28 @@
             renderSidebarScenery();
         }
 
+        function sceneLibToggle() {
+            _sceneLibOpen = !_sceneLibOpen;
+            if (_sceneLibOpen && !_sceneLib) _sceneLib = null; // force re-fetch on open
+            renderSidebarScenery();
+        }
+
+        // Use a library scenery image as slot 0 background (fetched to bytes).
+        async function sceneLibUseAsBackground(filename) {
+            try {
+                const url = IMAGE_FOLDER + encodeURIComponent(filename);
+                const b64 = await _fetchAsBase64(url);
+                _sceneRefs[0] = { kind: 'bytes', data: b64 };
+                _sceneVideo = null;
+                _sceneFrameBytes = null;
+                _sceneGridOpen = false;
+                renderSidebarScenery();
+                showToast('Background set from previous scenery', 'success');
+            } catch (e) {
+                showToast('Could not load image: ' + e, 'error');
+            }
+        }
+
         // ---- scenery reference-slot helpers ----
 
         // Thumbnail (URL or data-URL) for a slot ref.

tour-comfy/edit_api.py

@@ -2362,7 +2362,8 @@ def _make_side_by_side(img1: Image.Image, img2: Image.Image,
 
 
 def _scenery_worker(job_id: str, model_filename: str, scene_pil: Image.Image,
-                    prompt: str, seed: int, extra_pils: list | None = None):
+                    prompt: str, seed: int, extra_pils: list | None = None,
+                    scene_video: str | None = None, extra_filename: str | None = None):
     output_dir = _load_output_dir()
     try:
         model_path = os.path.join(output_dir, model_filename)
@@ -2390,10 +2391,16 @@ def _scenery_worker(job_id: str, model_filename: str, scene_pil: Image.Image,
         try:
             embedding  = embeddings.generate_embedding(out_path)
             next_order = database.get_next_sort_order(group_id)
+            # Store all source references: person image, background video (if any), extra ref (if any)
+            refs = [model_filename]
+            if scene_video:
+                refs.append(f"video:{scene_video}")
+            if extra_filename:
+                refs.append(extra_filename)
             database.upsert_person(out_name, filepath=out_path, embedding=embedding,
                                    group_id=group_id, prompt=prompt,
                                    sort_order=next_order,
-                                   source_refs=json.dumps([model_filename]))
+                                   source_refs=json.dumps(refs))
         except Exception as db_err:
             print(f"[scenery] DB error: {db_err}")
         jobs[job_id]["status"] = "done"
@@ -2455,11 +2462,50 @@ def generate_scenery(req: SceneryRequest):
     threading.Thread(
         target=_scenery_worker,
         args=(job_id, req.model_filename, scene_pil, prompt, req.seed, extra_pils),
+        kwargs={"scene_video": req.scene_video if req.scene_video else None,
+                "extra_filename": req.extra_filename},
         daemon=True,
     ).start()
     return {"job_id": job_id, "model": req.model_filename}
 
 
+@app.get("/scenery/library")
+def scenery_library():
+    """Return all scenery images grouped by source video reference."""
+    conn = database.get_db_connection()
+    cur = conn.cursor()
+    try:
+        cur.execute("""
+            SELECT filename, group_id, source_refs
+            FROM person
+            WHERE archived IS NOT TRUE
+              AND filename LIKE '%_sc_%'
+              AND source_refs IS NOT NULL
+            ORDER BY filename DESC
+        """)
+        rows = cur.fetchall()
+    finally:
+        cur.close()
+        database._put_db_connection(conn)
+
+    by_video: dict[str, list] = {}
+    ungrouped: list = []
+    for filename, group_id, source_refs_raw in rows:
+        try:
+            refs = json.loads(source_refs_raw) if source_refs_raw else []
+        except Exception:
+            refs = []
+        video = next((r[len("video:"):] for r in refs if r.startswith("video:")), None)
+        entry = {"filename": filename, "group_id": group_id, "refs": refs}
+        if video:
+            by_video.setdefault(video, []).append(entry)
+        else:
+            ungrouped.append(entry)
+
+    groups = [{"video": v, "items": items} for v, items in by_video.items()]
+    return {"groups": groups, "ungrouped": ungrouped}
+
+
 # --- SAM2 background removal --------------------------------------------------
 
 _sam2_predictor      = None