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fix(Text3D): improve mesh repair — pedestal cross-section, cage detection, gentle hole filling
- Rock pedestal: cross-section cut via slice_faces_plane with auto pedestal-side detection (Hunyuan Z-min/Y-max), fallback to _pymeshfix_fill_gentle when make_watertight over-decimates - Crate: _is_box_cage cube_ratio check prevents elongated models from being classified as cages - Pillar: _try_remove_single_component_cage lowered cardinal threshold (0.70), removed _is_box_cage pre-gate - Structural openings: raised area_frac_threshold (0.15), added min_hole_edges=50 and axis-side vertex concentration filter - New _pymeshfix_fill_gentle: fill_small_boundaries + gentle clean as alternative to make_watertight for cross-sectioned meshes Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
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Lines changed: 196 additions & 45 deletions

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Text3D/src/text3d/utils/mesh_repair.py

Lines changed: 196 additions & 45 deletions
Original file line numberDiff line numberDiff line change
@@ -162,50 +162,62 @@ def _peel_bottom_upward_faces(
162162
min_normal_y: float = 0.82,
163163
max_remove_frac: float = 0.14,
164164
max_iterations: int = 3,
165+
scan_frac: float = 0.30,
166+
max_cross_section_frac: float = 0.45,
165167
) -> trimesh.Trimesh:
166-
"""
167-
Remove faces **quase horizontais** (|ny| alto) na faixa mais baixa do bbox.
168-
169-
Sombras modeladas como placa têm normais para +Y ou -Y (face de cima/baixo);
170-
só aceitar +Y falhava em muitos GLB (ex.: Godot / pintura).
171-
172-
Conservador: aborta se a remoção afectar demasiadas faces (p.ex. sola inteira).
168+
"""Remove pedestal / shadow disc by cross-section and iterative peel.
173169
174-
Iterativo: se uma passagem removida faces e a nova base ainda tem concentração
175-
de faces horizontais, faz outra passagem. Até ``max_iterations`` vezes.
176-
Isto permite remover pedestais mais espessos (ex.: base de rocha) sem sacrificar
177-
geometria orgânica — faces curvas não passam no filtro ``min_normal_y``.
170+
Detects which end of the Y axis has higher horizontal-face density,
171+
then slices the mesh on a plane and lets downstream ``make_watertight``
172+
seal the flat cut.
178173
"""
179174
result = mesh_yup
180175
original_n = len(mesh_yup.faces)
176+
if original_n == 0:
177+
return result
178+
179+
ymin = float(result.vertices[:, 1].min())
180+
ymax = float(result.vertices[:, 1].max())
181+
h = ymax - ymin
182+
if h < 1e-8:
183+
return result
184+
185+
centers = result.triangles_center
186+
normals = result.face_normals
187+
if normals is None or len(normals) != len(result.faces):
188+
return result
189+
ny = np.abs(np.asarray(normals[:, 1], dtype=np.float64))
190+
horizontal = ny >= min_normal_y
191+
192+
# Determine which end has denser horizontal faces (that is the pedestal end).
193+
bottom_horiz = float(np.count_nonzero(horizontal & (centers[:, 1] <= ymin + scan_frac * h)))
194+
top_horiz = float(np.count_nonzero(horizontal & (centers[:, 1] >= ymax - scan_frac * h)))
195+
pedestal_at_max = top_horiz >= bottom_horiz
196+
197+
# Phase 1: iterative peel from the pedestal end (light cases only).
198+
# Skipped entirely when pedestal is large — Phase 2 cross-section handles those.
181199
for _ in range(max_iterations):
182200
if len(result.faces) == 0:
183201
break
184-
185-
_ = np.asarray(result.face_normals)
186-
187-
ymin = float(result.vertices[:, 1].min())
188-
ymax = float(result.vertices[:, 1].max())
189-
h = ymax - ymin
190-
if h < 1e-8:
202+
r_ymin = float(result.vertices[:, 1].min())
203+
r_ymax = float(result.vertices[:, 1].max())
204+
r_h = r_ymax - r_ymin
205+
if r_h < 1e-8:
191206
break
192-
193-
band = max(band_frac * h, 1e-6)
194-
centers = result.triangles_center
195-
normals = result.face_normals
196-
if normals is None or len(normals) != len(result.faces):
207+
band = max(band_frac * r_h, 1e-6)
208+
r_centers = result.triangles_center
209+
r_normals = result.face_normals
210+
if r_normals is None or len(r_normals) != len(result.faces):
197211
break
198-
199-
ny = np.asarray(normals[:, 1], dtype=np.float64)
200-
horizontal = np.abs(ny) >= min_normal_y
201-
remove = (centers[:, 1] <= ymin + band) & horizontal
212+
r_ny = np.abs(np.asarray(r_normals[:, 1], dtype=np.float64))
213+
r_horizontal = r_ny >= min_normal_y
214+
if pedestal_at_max:
215+
remove = (r_centers[:, 1] >= r_ymax - band) & r_horizontal
216+
else:
217+
remove = (r_centers[:, 1] <= r_ymin + band) & r_horizontal
202218
n_remove = int(np.count_nonzero(remove))
203-
if n_remove == 0:
219+
if n_remove == 0 or n_remove > max_remove_frac * original_n:
204220
break
205-
# Check against ORIGINAL face count to prevent cascading removal
206-
if n_remove > max_remove_frac * original_n:
207-
break
208-
209221
keep = ~remove
210222
try:
211223
sub = result.submesh([np.where(keep)[0]], append=True, only_watertight=False)
@@ -215,7 +227,89 @@ def _peel_bottom_upward_faces(
215227
break
216228
except Exception:
217229
break
218-
return result
230+
231+
# Phase 2: cross-section cut at the pedestal boundary.
232+
# Scan from the pedestal end; find the transition from dense-horizontal
233+
# to organic, then slice the mesh on that plane.
234+
if len(result.faces) == 0:
235+
return result
236+
r_ymin = float(result.vertices[:, 1].min())
237+
r_ymax = float(result.vertices[:, 1].max())
238+
r_h = r_ymax - r_ymin
239+
if r_h < 1e-8:
240+
return result
241+
242+
r_centers = result.triangles_center
243+
r_normals = result.face_normals
244+
if r_normals is None or len(r_normals) != len(result.faces):
245+
return result
246+
r_ny = np.abs(np.asarray(r_normals[:, 1], dtype=np.float64))
247+
r_horizontal = r_ny >= min_normal_y
248+
249+
n_bins = max(int(scan_frac * 50), 10)
250+
bin_size = r_h / n_bins
251+
min_dense_bins = 1
252+
dense_run = 0
253+
cut_frac: float | None = None
254+
255+
if pedestal_at_max:
256+
for i in range(n_bins):
257+
lo = r_ymax - (i + 1) * bin_size
258+
hi_y = r_ymax - i * bin_size
259+
in_bin = (r_centers[:, 1] >= lo) & (r_centers[:, 1] < hi_y)
260+
n_bin = int(np.count_nonzero(in_bin))
261+
if n_bin < 3:
262+
dense_run = 0
263+
continue
264+
pct = float(np.count_nonzero(r_horizontal & in_bin)) / n_bin
265+
if pct >= 0.40:
266+
dense_run += 1
267+
else:
268+
if dense_run >= min_dense_bins:
269+
cut_frac = 1.0 - i / n_bins
270+
break
271+
dense_run = 0
272+
else:
273+
for i in range(n_bins):
274+
lo = r_ymin + i * bin_size
275+
hi_y = r_ymin + (i + 1) * bin_size
276+
in_bin = (r_centers[:, 1] >= lo) & (r_centers[:, 1] < hi_y)
277+
n_bin = int(np.count_nonzero(in_bin))
278+
if n_bin < 3:
279+
dense_run = 0
280+
continue
281+
pct = float(np.count_nonzero(r_horizontal & in_bin)) / n_bin
282+
if pct >= 0.40:
283+
dense_run += 1
284+
else:
285+
if dense_run >= min_dense_bins:
286+
cut_frac = i / n_bins
287+
break
288+
dense_run = 0
289+
290+
if cut_frac is None or cut_frac < 0.02:
291+
return result
292+
293+
cut_y = r_ymin + cut_frac * r_h
294+
from trimesh.intersections import slice_faces_plane
295+
296+
plane_normal = np.array([0.0, -1.0, 0.0]) if pedestal_at_max else np.array([0.0, 1.0, 0.0])
297+
298+
new_verts, new_faces, _ = slice_faces_plane(
299+
result.vertices.copy(),
300+
result.faces.copy(),
301+
plane_normal=plane_normal,
302+
plane_origin=np.array([0.0, cut_y, 0.0]),
303+
)
304+
if len(new_faces) < 4:
305+
return result
306+
307+
sub = trimesh.Trimesh(vertices=new_verts, faces=new_faces, process=False)
308+
already_removed = original_n - len(result.faces)
309+
if len(sub.faces) + already_removed < (1.0 - max_cross_section_frac) * original_n:
310+
return result
311+
312+
return sub
219313

220314

221315
def _remove_bottom_center_cylinder(
@@ -1330,6 +1424,45 @@ def _pymeshlab_roundtrip(mesh: trimesh.Trimesh, apply_fn) -> trimesh.Trimesh:
13301424
return mesh
13311425

13321426

1427+
def _pymeshlab_close_holes(mesh: trimesh.Trimesh, *, max_hole_edges: int = 2000) -> trimesh.Trimesh:
1428+
"""Close boundary holes using pymeshlab only (no remeshing/clean)."""
1429+
try:
1430+
1431+
def _apply(ms):
1432+
ms.meshing_close_holes(maxholesize=max_hole_edges)
1433+
1434+
return _pymeshlab_roundtrip(mesh, _apply)
1435+
except Exception:
1436+
return mesh
1437+
1438+
1439+
def _pymeshfix_fill_gentle(mesh: trimesh.Trimesh) -> trimesh.Trimesh:
1440+
"""Close boundary holes via pymeshfix without aggressive decimation.
1441+
1442+
``fill_small_boundaries(nbe=0, refine=True)`` creates new triangles to seal
1443+
holes while preserving existing geometry. ``clean(max_iters=3, inner_loops=1)``
1444+
removes only degenerate faces introduced by the fill.
1445+
"""
1446+
try:
1447+
from pymeshfix import PyTMesh
1448+
1449+
verts = np.asarray(mesh.vertices, dtype=np.float64)
1450+
faces = np.asarray(mesh.faces, dtype=np.int64)
1451+
mfix = PyTMesh()
1452+
mfix.load_array(verts, faces)
1453+
mfix.fill_small_boundaries(nbe=0, refine=True)
1454+
mfix.clean(max_iters=3, inner_loops=1)
1455+
v, f = mfix.return_arrays()
1456+
result = trimesh.Trimesh(
1457+
vertices=np.asarray(v, dtype=np.float64),
1458+
faces=np.asarray(f, dtype=np.int64),
1459+
process=True,
1460+
)
1461+
return result
1462+
except Exception:
1463+
return mesh
1464+
1465+
13331466
def manifold_repair(mesh: trimesh.Trimesh) -> trimesh.Trimesh:
13341467
"""Repara topologia non-manifold, duplicatas e vértices órfãos via pymeshlab."""
13351468
try:
@@ -2276,7 +2409,12 @@ def _is_box_cage(part: trimesh.Trimesh, *, cardinal_ratio_threshold: float = 0.8
22762409
return False
22772410
cardinal = np.any(np.abs(normals) >= 0.85, axis=1)
22782411
cardinal_ratio = float(areas[cardinal].sum() / total_area)
2279-
return cardinal_ratio >= cardinal_ratio_threshold
2412+
if cardinal_ratio < cardinal_ratio_threshold:
2413+
return False
2414+
# Elongated shapes (pillars, poles, swords) are never cages — a cage must be
2415+
# roughly cubic to surround another model.
2416+
extents_sorted = sorted(float(x) for x in part.extents)
2417+
return extents_sorted[2] / max(extents_sorted[0], 1e-9) <= 2.5
22802418
except Exception:
22812419
return False
22822420

@@ -2297,8 +2435,17 @@ def _try_remove_single_component_cage(
22972435
Não faz pré-gate com ``_is_box_cage``: o mesh misto (modelo + cage) pode não
22982436
passar no teste de cardinalidade global, mas as paredes da jaula ainda têm
22992437
normais fortemente cardinais.
2438+
2439+
No entanto, rejeita meshes que não são aproximadamente cúbicos (cube_ratio > 2.5):
2440+
uma cage deve ser cúbica para envolver outro modelo; meshes alongados (como crates)
2441+
não podem conter uma cage interna significativa.
23002442
"""
23012443
try:
2444+
# Quick check: a cage must be roughly cubic to surround another model.
2445+
extents_sorted = sorted(float(x) for x in mesh.extents)
2446+
if extents_sorted[2] / max(extents_sorted[0], 1e-9) > 2.5:
2447+
return mesh
2448+
23022449
bounds = mesh.bounds
23032450
centers = mesh.triangles_center
23042451
normals = mesh.face_normals
@@ -2333,9 +2480,6 @@ def _try_remove_single_component_cage(
23332480
return sub if not _is_box_cage(sub) else mesh
23342481

23352482
parts_is_cage = [_is_box_cage(p) for p in parts]
2336-
max_idx = max(range(len(parts)), key=lambda i: len(parts[i].faces))
2337-
if parts_is_cage[max_idx]:
2338-
parts_is_cage[max_idx] = False
23392483

23402484
kept = [p for p, cage in zip(parts, parts_is_cage, strict=True) if not cage]
23412485
if not kept:
@@ -2364,12 +2508,6 @@ def _remove_box_cage_components(mesh: trimesh.Trimesh) -> trimesh.Trimesh:
23642508

23652509
is_cage = [_is_box_cage(p) for p in parts]
23662510

2367-
# Never remove the largest component as a cage — it IS the model.
2368-
# A cage must SURROUND another model; the largest part is always the model itself.
2369-
max_idx = max(range(len(parts)), key=lambda i: len(parts[i].faces))
2370-
if is_cage[max_idx]:
2371-
is_cage[max_idx] = False
2372-
23732511
has_model = any(not c for c in is_cage)
23742512
if not has_model:
23752513
return mesh
@@ -2541,8 +2679,21 @@ def repair_mesh(
25412679
m = sub
25422680
m.remove_unreferenced_vertices()
25432681
else:
2544-
with contextlib.suppress(Exception):
2545-
m = make_watertight(m, max_hole_edges=max(fill_small_holes_max_edges, 500))
2682+
n_boundary = _boundary_edge_count(m)
2683+
if n_boundary > 200:
2684+
# Cross-sectioned mesh: full make_watertight over-decimates.
2685+
# Try pymeshlab close_holes only (no pymeshfix clean/remesh).
2686+
m_backup = m.copy()
2687+
with contextlib.suppress(Exception):
2688+
m = make_watertight(m, max_hole_edges=max(fill_small_holes_max_edges, 500))
2689+
if len(m.faces) < 0.70 * len(m_backup.faces):
2690+
# Over-decimated — revert and try gentle fill via pymeshfix.
2691+
m = m_backup
2692+
with contextlib.suppress(Exception):
2693+
m = _pymeshfix_fill_gentle(m)
2694+
else:
2695+
with contextlib.suppress(Exception):
2696+
m = make_watertight(m, max_hole_edges=max(fill_small_holes_max_edges, 500))
25462697
elif fill_small_holes_max_edges > 0:
25472698
with contextlib.suppress(Exception):
25482699
_fill_small_boundary_holes_inplace(m, fill_small_holes_max_edges)

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