Upload face_labeler.py
Browse files- face_labeler.py +378 -0
face_labeler.py
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| 1 |
+
import sys
|
| 2 |
+
import os
|
| 3 |
+
from dataclasses import dataclass
|
| 4 |
+
from typing import List, Optional, Tuple
|
| 5 |
+
|
| 6 |
+
# Qt binding selection + pythonocc backend init
|
| 7 |
+
try:
|
| 8 |
+
from PyQt5 import QtCore, QtWidgets
|
| 9 |
+
_qt_backend = "qt-pyqt5"
|
| 10 |
+
except ImportError: # pragma: no cover
|
| 11 |
+
from PySide2 import QtCore, QtWidgets
|
| 12 |
+
_qt_backend = "qt-pyside2"
|
| 13 |
+
|
| 14 |
+
from OCC.Display.backend import load_backend
|
| 15 |
+
|
| 16 |
+
load_backend(_qt_backend)
|
| 17 |
+
|
| 18 |
+
from OCC.Core.STEPControl import STEPControl_Reader
|
| 19 |
+
from OCC.Core.IFSelect import IFSelect_RetDone
|
| 20 |
+
from OCC.Core.TopExp import TopExp_Explorer
|
| 21 |
+
from OCC.Core.TopAbs import TopAbs_FACE
|
| 22 |
+
from OCC.Core.TopoDS import topods
|
| 23 |
+
from OCC.Core.Quantity import Quantity_Color, Quantity_TOC_RGB
|
| 24 |
+
from OCC.Display.qtDisplay import qtViewer3d
|
| 25 |
+
|
| 26 |
+
CLASS_NAMES = [
|
| 27 |
+
"ExtrudeSide",
|
| 28 |
+
"ExtrudeEnd",
|
| 29 |
+
"CutSide",
|
| 30 |
+
"CutEnd",
|
| 31 |
+
"Fillet",
|
| 32 |
+
"Chamfer",
|
| 33 |
+
"RevolveSide",
|
| 34 |
+
"RevolveEnd",
|
| 35 |
+
]
|
| 36 |
+
|
| 37 |
+
CLASS_COLORS_HEX = [
|
| 38 |
+
"#e41a1c", # red
|
| 39 |
+
"#377eb8", # blue
|
| 40 |
+
"#4daf4a", # green
|
| 41 |
+
"#984ea3", # purple
|
| 42 |
+
"#0e2579", # teal-blue (fillet)
|
| 43 |
+
"#a65628", # brown
|
| 44 |
+
"#f781bf", # pink
|
| 45 |
+
"#00a7a7", # teal
|
| 46 |
+
]
|
| 47 |
+
|
| 48 |
+
UNLABELED_COLOR_HEX = "#d0d0d0"
|
| 49 |
+
HIGHLIGHT_COLOR_HEX = "#FFD400" # fixed for current selection
|
| 50 |
+
|
| 51 |
+
|
| 52 |
+
def hex_to_rgb01(color_hex: str) -> Tuple[float, float, float]:
|
| 53 |
+
color_hex = color_hex.lstrip("#")
|
| 54 |
+
r = int(color_hex[0:2], 16) / 255.0
|
| 55 |
+
g = int(color_hex[2:4], 16) / 255.0
|
| 56 |
+
b = int(color_hex[4:6], 16) / 255.0
|
| 57 |
+
return r, g, b
|
| 58 |
+
|
| 59 |
+
|
| 60 |
+
def rgb01_to_quantity(rgb: Tuple[float, float, float]) -> Quantity_Color:
|
| 61 |
+
return Quantity_Color(rgb[0], rgb[1], rgb[2], Quantity_TOC_RGB)
|
| 62 |
+
|
| 63 |
+
|
| 64 |
+
def text_color_for_bg(color_hex: str) -> str:
|
| 65 |
+
r, g, b = hex_to_rgb01(color_hex)
|
| 66 |
+
luminance = (0.299 * r + 0.587 * g + 0.114 * b)
|
| 67 |
+
return "#000000" if luminance > 0.6 else "#ffffff"
|
| 68 |
+
|
| 69 |
+
|
| 70 |
+
@dataclass
|
| 71 |
+
class FaceItem:
|
| 72 |
+
face: object
|
| 73 |
+
ais: object
|
| 74 |
+
|
| 75 |
+
|
| 76 |
+
class FaceLabeler(QtWidgets.QMainWindow):
|
| 77 |
+
def __init__(self, step_path: Optional[str] = None):
|
| 78 |
+
super().__init__()
|
| 79 |
+
self.setWindowTitle("BRep Face Labeler")
|
| 80 |
+
self.resize(1600, 1000)
|
| 81 |
+
self.setMinimumSize(1200, 800)
|
| 82 |
+
|
| 83 |
+
self.class_names = CLASS_NAMES
|
| 84 |
+
self.class_colors_rgb = [hex_to_rgb01(c) for c in CLASS_COLORS_HEX]
|
| 85 |
+
self.class_colors = [rgb01_to_quantity(c) for c in self.class_colors_rgb]
|
| 86 |
+
self.unlabeled_color = rgb01_to_quantity(hex_to_rgb01(UNLABELED_COLOR_HEX))
|
| 87 |
+
|
| 88 |
+
self.face_items: List[FaceItem] = []
|
| 89 |
+
self.labels: List[Optional[int]] = []
|
| 90 |
+
self.current_index: Optional[int] = None
|
| 91 |
+
self.highlight_enabled = True
|
| 92 |
+
|
| 93 |
+
self.highlight_color = rgb01_to_quantity(hex_to_rgb01(HIGHLIGHT_COLOR_HEX))
|
| 94 |
+
|
| 95 |
+
self._build_ui()
|
| 96 |
+
|
| 97 |
+
if step_path:
|
| 98 |
+
self.load_step(step_path)
|
| 99 |
+
|
| 100 |
+
def _build_ui(self) -> None:
|
| 101 |
+
central = QtWidgets.QWidget(self)
|
| 102 |
+
root_layout = QtWidgets.QHBoxLayout(central)
|
| 103 |
+
root_layout.setContentsMargins(8, 8, 8, 8)
|
| 104 |
+
root_layout.setSpacing(8)
|
| 105 |
+
|
| 106 |
+
self.viewer = qtViewer3d(central)
|
| 107 |
+
self.viewer.InitDriver()
|
| 108 |
+
self.display = self.viewer._display
|
| 109 |
+
try:
|
| 110 |
+
self.display.Context.SetAutomaticHilight(False)
|
| 111 |
+
except Exception:
|
| 112 |
+
pass
|
| 113 |
+
root_layout.addWidget(self.viewer, 1)
|
| 114 |
+
|
| 115 |
+
panel = QtWidgets.QWidget(central)
|
| 116 |
+
panel_layout = QtWidgets.QVBoxLayout(panel)
|
| 117 |
+
panel_layout.setContentsMargins(0, 0, 0, 0)
|
| 118 |
+
panel_layout.setSpacing(6)
|
| 119 |
+
root_layout.addWidget(panel, 0)
|
| 120 |
+
|
| 121 |
+
self.btn_import_step = QtWidgets.QPushButton("Import STEP")
|
| 122 |
+
self.btn_import_step.clicked.connect(self.on_import_step)
|
| 123 |
+
panel_layout.addWidget(self.btn_import_step)
|
| 124 |
+
|
| 125 |
+
self.btn_export_seg = QtWidgets.QPushButton("Export .seg")
|
| 126 |
+
self.btn_export_seg.clicked.connect(self.on_export_seg)
|
| 127 |
+
panel_layout.addWidget(self.btn_export_seg)
|
| 128 |
+
|
| 129 |
+
self.btn_review = QtWidgets.QPushButton("Review")
|
| 130 |
+
self.btn_review.clicked.connect(self.on_review)
|
| 131 |
+
panel_layout.addWidget(self.btn_review)
|
| 132 |
+
|
| 133 |
+
panel_layout.addSpacing(8)
|
| 134 |
+
|
| 135 |
+
nav_layout = QtWidgets.QHBoxLayout()
|
| 136 |
+
self.btn_prev = QtWidgets.QPushButton("<< Prev")
|
| 137 |
+
self.btn_prev.clicked.connect(self.on_prev)
|
| 138 |
+
self.btn_next = QtWidgets.QPushButton("Next >>")
|
| 139 |
+
self.btn_next.clicked.connect(self.on_next)
|
| 140 |
+
nav_layout.addWidget(self.btn_prev)
|
| 141 |
+
nav_layout.addWidget(self.btn_next)
|
| 142 |
+
panel_layout.addLayout(nav_layout)
|
| 143 |
+
|
| 144 |
+
self.info_label = QtWidgets.QLabel("No STEP loaded")
|
| 145 |
+
self.info_label.setWordWrap(True)
|
| 146 |
+
panel_layout.addWidget(self.info_label)
|
| 147 |
+
|
| 148 |
+
panel_layout.addSpacing(8)
|
| 149 |
+
|
| 150 |
+
legend_label = QtWidgets.QLabel("Assign Label")
|
| 151 |
+
legend_label.setStyleSheet("font-weight: bold;")
|
| 152 |
+
panel_layout.addWidget(legend_label)
|
| 153 |
+
|
| 154 |
+
grid = QtWidgets.QGridLayout()
|
| 155 |
+
grid.setSpacing(6)
|
| 156 |
+
for idx, name in enumerate(self.class_names):
|
| 157 |
+
btn = QtWidgets.QPushButton(f"{idx}: {name}")
|
| 158 |
+
bg = CLASS_COLORS_HEX[idx]
|
| 159 |
+
fg = text_color_for_bg(bg)
|
| 160 |
+
btn.setStyleSheet(f"background-color: {bg}; color: {fg};")
|
| 161 |
+
btn.clicked.connect(lambda checked=False, i=idx: self.assign_label(i))
|
| 162 |
+
grid.addWidget(btn, idx, 0)
|
| 163 |
+
panel_layout.addLayout(grid)
|
| 164 |
+
|
| 165 |
+
panel_layout.addStretch(1)
|
| 166 |
+
|
| 167 |
+
self.setCentralWidget(central)
|
| 168 |
+
|
| 169 |
+
def keyPressEvent(self, event) -> None: # pragma: no cover - UI only
|
| 170 |
+
if event.key() in (QtCore.Qt.Key_Right, QtCore.Qt.Key_D):
|
| 171 |
+
self.on_next()
|
| 172 |
+
return
|
| 173 |
+
if event.key() in (QtCore.Qt.Key_Left, QtCore.Qt.Key_A):
|
| 174 |
+
self.on_prev()
|
| 175 |
+
return
|
| 176 |
+
super().keyPressEvent(event)
|
| 177 |
+
|
| 178 |
+
def on_import_step(self) -> None:
|
| 179 |
+
path, _ = QtWidgets.QFileDialog.getOpenFileName(
|
| 180 |
+
self, "Open STEP", "", "STEP Files (*.stp *.step)"
|
| 181 |
+
)
|
| 182 |
+
if path:
|
| 183 |
+
self.load_step(path)
|
| 184 |
+
|
| 185 |
+
def on_export_seg(self) -> None:
|
| 186 |
+
if not self.labels:
|
| 187 |
+
QtWidgets.QMessageBox.warning(self, "Export", "No STEP loaded.")
|
| 188 |
+
return
|
| 189 |
+
if any(label is None for label in self.labels):
|
| 190 |
+
QtWidgets.QMessageBox.warning(
|
| 191 |
+
self,
|
| 192 |
+
"Export",
|
| 193 |
+
"Unlabeled faces remain. Label all faces before exporting.",
|
| 194 |
+
)
|
| 195 |
+
return
|
| 196 |
+
path, _ = QtWidgets.QFileDialog.getSaveFileName(
|
| 197 |
+
self, "Export .seg", "", "SEG Files (*.seg)"
|
| 198 |
+
)
|
| 199 |
+
if path:
|
| 200 |
+
self.save_seg(path)
|
| 201 |
+
|
| 202 |
+
def on_review(self) -> None:
|
| 203 |
+
if not self.labels:
|
| 204 |
+
QtWidgets.QMessageBox.information(self, "Review", "No STEP loaded.")
|
| 205 |
+
return
|
| 206 |
+
counts = [0 for _ in self.class_names]
|
| 207 |
+
unlabeled = []
|
| 208 |
+
for idx, label in enumerate(self.labels):
|
| 209 |
+
if label is None:
|
| 210 |
+
unlabeled.append(idx)
|
| 211 |
+
else:
|
| 212 |
+
counts[label] += 1
|
| 213 |
+
|
| 214 |
+
lines = [
|
| 215 |
+
f"Total faces: {len(self.labels)}",
|
| 216 |
+
f"Unlabeled: {len(unlabeled)}",
|
| 217 |
+
"",
|
| 218 |
+
]
|
| 219 |
+
for idx, name in enumerate(self.class_names):
|
| 220 |
+
lines.append(f"{idx} {name}: {counts[idx]}")
|
| 221 |
+
|
| 222 |
+
if unlabeled:
|
| 223 |
+
preview = ", ".join(str(i) for i in unlabeled[:20])
|
| 224 |
+
if len(unlabeled) > 20:
|
| 225 |
+
preview += ", ..."
|
| 226 |
+
lines.append("")
|
| 227 |
+
lines.append(f"Unlabeled indices: {preview}")
|
| 228 |
+
lines.append("")
|
| 229 |
+
lines.append("Jump to first unlabeled?")
|
| 230 |
+
res = QtWidgets.QMessageBox.question(
|
| 231 |
+
self,
|
| 232 |
+
"Review",
|
| 233 |
+
"\n".join(lines),
|
| 234 |
+
QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No,
|
| 235 |
+
)
|
| 236 |
+
if res == QtWidgets.QMessageBox.Yes:
|
| 237 |
+
self.set_current_index(unlabeled[0])
|
| 238 |
+
else:
|
| 239 |
+
self.highlight_enabled = False
|
| 240 |
+
if self.current_index is not None:
|
| 241 |
+
self.set_face_color(
|
| 242 |
+
self.current_index, self.get_base_color(self.current_index)
|
| 243 |
+
)
|
| 244 |
+
QtWidgets.QMessageBox.information(self, "Review", "\n".join(lines))
|
| 245 |
+
|
| 246 |
+
def on_prev(self) -> None:
|
| 247 |
+
if self.current_index is None:
|
| 248 |
+
return
|
| 249 |
+
if self.current_index <= 0:
|
| 250 |
+
return
|
| 251 |
+
self.set_current_index(self.current_index - 1)
|
| 252 |
+
|
| 253 |
+
def on_next(self) -> None:
|
| 254 |
+
if self.current_index is None:
|
| 255 |
+
return
|
| 256 |
+
if self.current_index >= len(self.face_items) - 1:
|
| 257 |
+
return
|
| 258 |
+
self.set_current_index(self.current_index + 1)
|
| 259 |
+
|
| 260 |
+
def load_step(self, path: str) -> None:
|
| 261 |
+
reader = STEPControl_Reader()
|
| 262 |
+
status = reader.ReadFile(path)
|
| 263 |
+
if status != IFSelect_RetDone:
|
| 264 |
+
QtWidgets.QMessageBox.warning(
|
| 265 |
+
self, "Load STEP", f"Failed to read STEP file: {path}"
|
| 266 |
+
)
|
| 267 |
+
return
|
| 268 |
+
reader.TransferRoots()
|
| 269 |
+
shape = reader.OneShape()
|
| 270 |
+
|
| 271 |
+
self.display.EraseAll()
|
| 272 |
+
self.face_items.clear()
|
| 273 |
+
self.labels.clear()
|
| 274 |
+
self.highlight_enabled = True
|
| 275 |
+
self.current_index = None
|
| 276 |
+
|
| 277 |
+
explorer = TopExp_Explorer(shape, TopAbs_FACE)
|
| 278 |
+
while explorer.More():
|
| 279 |
+
face = topods.Face(explorer.Current())
|
| 280 |
+
ais = self.display.DisplayShape(face, update=False, color=self.unlabeled_color)
|
| 281 |
+
if isinstance(ais, list):
|
| 282 |
+
ais = ais[0]
|
| 283 |
+
try:
|
| 284 |
+
self.display.Context.SetDisplayMode(ais, 1, False)
|
| 285 |
+
except Exception:
|
| 286 |
+
pass
|
| 287 |
+
self.face_items.append(FaceItem(face=face, ais=ais))
|
| 288 |
+
self.labels.append(None)
|
| 289 |
+
explorer.Next()
|
| 290 |
+
|
| 291 |
+
if not self.face_items:
|
| 292 |
+
QtWidgets.QMessageBox.warning(
|
| 293 |
+
self, "Load STEP", "No faces found in STEP file."
|
| 294 |
+
)
|
| 295 |
+
self.display.Repaint()
|
| 296 |
+
return
|
| 297 |
+
|
| 298 |
+
self.display.FitAll()
|
| 299 |
+
self.set_current_index(0)
|
| 300 |
+
|
| 301 |
+
def save_seg(self, path: str) -> None:
|
| 302 |
+
with open(path, "w", encoding="utf-8") as handle:
|
| 303 |
+
for label in self.labels:
|
| 304 |
+
handle.write(f"{label}\n")
|
| 305 |
+
QtWidgets.QMessageBox.information(self, "Export", f"Saved: {path}")
|
| 306 |
+
|
| 307 |
+
def assign_label(self, label_index: int) -> None:
|
| 308 |
+
if self.current_index is None:
|
| 309 |
+
return
|
| 310 |
+
self.labels[self.current_index] = label_index
|
| 311 |
+
self.apply_current_highlight(self.current_index)
|
| 312 |
+
self.update_info()
|
| 313 |
+
|
| 314 |
+
def update_info(self) -> None:
|
| 315 |
+
if self.current_index is None:
|
| 316 |
+
self.info_label.setText("No STEP loaded")
|
| 317 |
+
return
|
| 318 |
+
label = self.labels[self.current_index]
|
| 319 |
+
label_text = "Unlabeled" if label is None else f"{label}: {self.class_names[label]}"
|
| 320 |
+
self.info_label.setText(
|
| 321 |
+
f"Face {self.current_index + 1}/{len(self.face_items)}\n"
|
| 322 |
+
f"Label: {label_text}"
|
| 323 |
+
)
|
| 324 |
+
|
| 325 |
+
def get_base_color(self, index: int) -> Quantity_Color:
|
| 326 |
+
label = self.labels[index]
|
| 327 |
+
return self.unlabeled_color if label is None else self.class_colors[label]
|
| 328 |
+
|
| 329 |
+
def get_highlight_color(self, index: int) -> Quantity_Color:
|
| 330 |
+
return self.highlight_color
|
| 331 |
+
|
| 332 |
+
def set_current_index(self, index: int) -> None:
|
| 333 |
+
if not self.face_items:
|
| 334 |
+
return
|
| 335 |
+
index = max(0, min(index, len(self.face_items) - 1))
|
| 336 |
+
if self.current_index is not None:
|
| 337 |
+
self.set_face_color(self.current_index, self.get_base_color(self.current_index))
|
| 338 |
+
self.current_index = index
|
| 339 |
+
self.apply_current_highlight(self.current_index)
|
| 340 |
+
self.update_info()
|
| 341 |
+
|
| 342 |
+
def apply_current_highlight(self, index: int) -> None:
|
| 343 |
+
if self.highlight_enabled:
|
| 344 |
+
self.set_face_color(index, self.get_highlight_color(index))
|
| 345 |
+
else:
|
| 346 |
+
self.set_face_color(index, self.get_base_color(index))
|
| 347 |
+
|
| 348 |
+
def set_face_color(self, index: int, color: Quantity_Color) -> None:
|
| 349 |
+
ais = self.face_items[index].ais
|
| 350 |
+
if isinstance(ais, list):
|
| 351 |
+
for item in ais:
|
| 352 |
+
self._set_ais_color(item, color)
|
| 353 |
+
else:
|
| 354 |
+
self._set_ais_color(ais, color)
|
| 355 |
+
self.display.Repaint()
|
| 356 |
+
|
| 357 |
+
def _set_ais_color(self, ais, color: Quantity_Color) -> None:
|
| 358 |
+
try:
|
| 359 |
+
ais.SetColor(color)
|
| 360 |
+
except Exception:
|
| 361 |
+
self.display.Context.SetColor(ais, color, False)
|
| 362 |
+
self.display.Context.Redisplay(ais, False)
|
| 363 |
+
|
| 364 |
+
|
| 365 |
+
def main() -> int:
|
| 366 |
+
app = QtWidgets.QApplication(sys.argv)
|
| 367 |
+
step_path = None
|
| 368 |
+
if len(sys.argv) > 1:
|
| 369 |
+
candidate = sys.argv[1]
|
| 370 |
+
if os.path.exists(candidate):
|
| 371 |
+
step_path = candidate
|
| 372 |
+
window = FaceLabeler(step_path=step_path)
|
| 373 |
+
window.show()
|
| 374 |
+
return app.exec_()
|
| 375 |
+
|
| 376 |
+
|
| 377 |
+
if __name__ == "__main__":
|
| 378 |
+
raise SystemExit(main())
|