wip: arcaea-offline-ocr==0.1.0

settings

.gitignore

@@ -3,6 +3,7 @@ __debug*
 
 arcaea_offline.db
 arcaea_offline.ini
+/data
 
 ui/resources/VERSION
 

ui/extends/components/ocrQueue.py

@@ -6,7 +6,7 @@ from arcaea_offline.calculate import calculate_score_range
 from arcaea_offline.database import Database
 from arcaea_offline.models import Chart, Score
 from arcaea_offline_ocr.b30.shared import B30OcrResultItem
-from arcaea_offline_ocr.device.shared import DeviceOcrResult
+from arcaea_offline_ocr.device.common import DeviceOcrResult
 from arcaea_offline_ocr.utils import convert_to_srgb
 from PIL import Image
 from PIL.ImageQt import ImageQt

ui/extends/shared/data.py

@@ -0,0 +1,47 @@
+import json
+import sys
+from functools import cached_property
+from pathlib import Path
+from typing import Literal
+
+from PySide6.QtCore import QFile
+
+from .singleton import Singleton
+
+TPartnerModifier = dict[str, Literal[0, 1, 2]]
+
+
+class Data(metaclass=Singleton):
+    def __init__(self):
+        root = Path(sys.argv[0]).parent
+        self.__dataPath = (root / "data").resolve()
+
+    @property
+    def dataPath(self):
+        return self.__dataPath
+
+    @cached_property
+    def partnerModifiers(self) -> TPartnerModifier:
+        data = {}
+        builtinFile = QFile(":/partnerModifiers.json")
+        builtinFile.open(QFile.OpenModeFlag.ReadOnly)
+        builtinData = json.loads(str(builtinFile.readAll(), encoding="utf-8"))
+        builtinFile.close()
+        data |= builtinData
+
+        customFile = self.dataPath / "partnerModifiers.json"
+        if customFile.exists():
+            with open(customFile, "r", encoding="utf-8") as f:
+                customData = json.loads(f.read())
+                data |= customData
+
+        return data
+
+    def expirePartnerModifiersCache(self):
+        # expire property caches
+        # https://stackoverflow.com/a/69367025/16484891, CC BY-SA 4.0
+        self.__dict__.pop("partnerModifiers", None)
+
+    @property
+    def arcaeaPath(self):
+        return self.dataPath / "Arcaea"

ui/extends/shared/settings.py

@@ -5,12 +5,11 @@ from PySide6.QtCore import QFileInfo, QSettings, Signal
 from .singleton import QObjectSingleton
 
 __all__ = [
+    "LANGUAGE",
     "DATABASE_URL",
-    "DEVICES_JSON_FILE",
-    "DEVICE_UUID",
-    "TESSERACT_FILE",
     "KNN_MODEL_FILE",
-    "SIFT_DATABASE_FILE",
+    "B30_KNN_MODEL_FILE",
+    "PHASH_DATABASE_FILE",
     "ANDREAL_FOLDER",
     "ANDREAL_EXECUTABLE",
     "Settings",
@@ -21,12 +20,8 @@ __all__ = [
 LANGUAGE = "Language"
 DATABASE_URL = "DatabaseUrl"
 
-DEVICES_JSON_FILE = "Ocr/DevicesJsonFile"
-DEVICE_UUID = "Ocr/DeviceUuid"
-TESSERACT_FILE = "Ocr/TesseractFile"
 KNN_MODEL_FILE = "Ocr/KnnModelFile"
 B30_KNN_MODEL_FILE = "Ocr/B30KnnModelFile"
-SIFT_DATABASE_FILE = "Ocr/SiftDatabaseFile"
 PHASH_DATABASE_FILE = "Ocr/PHashDatabaseFile"
 
 ANDREAL_FOLDER = "Andreal/AndrealFolder"
@@ -70,33 +65,6 @@ class Settings(QSettings, metaclass=QObjectSingleton):
     def setDatabaseUrl(self, value: str):
         self._setStrItem(DATABASE_URL, value)
 
-    def devicesJsonFile(self):
-        return self._strItem(DEVICES_JSON_FILE)
-
-    def setDevicesJsonFile(self, value: str):
-        self._setStrItem(DEVICES_JSON_FILE, value)
-
-    def resetDevicesJsonFile(self):
-        self._resetStrItem(DEVICES_JSON_FILE)
-
-    def deviceUuid(self):
-        return self._strItem(DEVICE_UUID)
-
-    def setDeviceUuid(self, value: str):
-        self._setStrItem(DEVICE_UUID, value)
-
-    def resetDeviceUuid(self):
-        self._resetStrItem(DEVICE_UUID)
-
-    def tesseractPath(self):
-        return self._strItem(TESSERACT_FILE)
-
-    def setTesseractPath(self, value: str):
-        self._setStrItem(TESSERACT_FILE, value)
-
-    def resetTesseractPath(self):
-        self._resetStrItem(TESSERACT_FILE)
-
     def knnModelFile(self):
         return self._strItem(KNN_MODEL_FILE)
 
@@ -115,15 +83,6 @@ class Settings(QSettings, metaclass=QObjectSingleton):
     def resetB30KnnModelFile(self):
         self._resetStrItem(B30_KNN_MODEL_FILE)
 
-    def siftDatabaseFile(self):
-        return self._strItem(SIFT_DATABASE_FILE)
-
-    def setSiftDatabaseFile(self, value: str):
-        self._setStrItem(SIFT_DATABASE_FILE, value)
-
-    def resetSiftDatabaseFile(self):
-        self._resetStrItem(SIFT_DATABASE_FILE)
-
     def phashDatabaseFile(self):
         return self._strItem(PHASH_DATABASE_FILE)
 

ui/extends/tabs/tabOcr/tabOcr_Device.py

@@ -1,69 +1,58 @@
 import contextlib
 import logging
-from typing import Tuple
+from typing import Tuple, Type
 
 import cv2
+import exif
 from arcaea_offline.database import Database
 from arcaea_offline.models import Chart, Score
-from arcaea_offline_ocr.device.shared import DeviceOcrResult
-from arcaea_offline_ocr.device.v2 import DeviceV2AutoRois, DeviceV2Ocr, DeviceV2Rois
-from arcaea_offline_ocr.device.v2.sizes import SizesV1, SizesV2
+from arcaea_offline.utils.partner import KanaeDayNight, kanae_day_night
+from arcaea_offline_ocr.device import DeviceOcr, DeviceOcrResult
+from arcaea_offline_ocr.device.rois import (
+    DeviceRois,
+    DeviceRoisAuto,
+    DeviceRoisExtractor,
+    DeviceRoisMasker,
+)
+from arcaea_offline_ocr.phash_db import ImagePhashDatabase
 from arcaea_offline_ocr.utils import imread_unicode
 from PySide6.QtCore import QDateTime, QFileInfo
 
 from ui.extends.components.ocrQueue import OcrRunnable
+from ui.extends.shared.data import Data
 
 logger = logging.getLogger(__name__)
 
-import exif
 
-
-class TabDeviceV2OcrRunnable(OcrRunnable):
-    def __init__(self, imagePath, device, knnModel, phashDb, *, sizesV2: bool):
+class TabDeviceOcrRunnable(OcrRunnable):
+    def __init__(
+        self,
+        imagePath: str,
+        rois: DeviceRois | Type[DeviceRoisAuto],
+        masker: DeviceRoisMasker,
+        knnModel: cv2.ml.KNearest,
+        phashDb: ImagePhashDatabase,
+    ):
         super().__init__()
         self.imagePath = imagePath
-        self.device = device
+        self.rois = rois
+        self.masker = masker
         self.knnModel = knnModel
         self.phashDb = phashDb
-        self.sizesV2 = sizesV2
 
     def run(self):
         try:
-            rois = DeviceV2Rois(
-                self.device, imread_unicode(self.imagePath, cv2.IMREAD_COLOR)
-            )
-            rois.sizes = (
-                SizesV2(self.device.factor)
-                if self.sizesV2
-                else SizesV1(self.device.factor)
-            )
-            ocr = DeviceV2Ocr(self.knnModel, self.phashDb)
-            result = ocr.ocr(rois)
+            img = imread_unicode(self.imagePath, cv2.IMREAD_COLOR)
+            if isinstance(self.rois, type) and issubclass(self.rois, DeviceRoisAuto):
+                rois = self.rois(img.shape[1], img.shape[0])
+            else:
+                rois = self.rois
+            extractor = DeviceRoisExtractor(img, rois)
+            ocr = DeviceOcr(extractor, self.masker, self.knnModel, self.phashDb)
+            result = ocr.ocr()
             self.signals.resultReady.emit(result)
         except Exception:
-            logger.exception(f"DeviceV2 ocr {self.imagePath} error")
-        finally:
-            self.signals.finished.emit()
-
-
-class TabDeviceV2AutoRoisOcrRunnable(OcrRunnable):
-    def __init__(self, imagePath, knnModel, phashDb, *, sizesV2: bool):
-        super().__init__()
-        self.imagePath = imagePath
-        self.knnModel = knnModel
-        self.phashDb = phashDb
-        self.sizesV2 = sizesV2
-
-    def run(self):
-        try:
-            rois = DeviceV2AutoRois(imread_unicode(self.imagePath, cv2.IMREAD_COLOR))
-            factor = rois.sizes.factor
-            rois.sizes = SizesV2(factor) if self.sizesV2 else SizesV1(factor)
-            ocr = DeviceV2Ocr(self.knnModel, self.phashDb)
-            result = ocr.ocr(rois)
-            self.signals.resultReady.emit(result)
-        except Exception:
-            logger.exception(f"DeviceV2AutoRois ocr {self.imagePath} error")
+            logger.exception("DeviceOcr error:")
         finally:
             self.signals.finished.emit()
 
@@ -83,7 +72,24 @@ def getImageDate(imagePath: str) -> QDateTime:
 
 class ScoreConverter:
     @staticmethod
-    def deviceV2(imagePath: str, _, result: DeviceOcrResult) -> Tuple[Chart, Score]:
+    def device(imagePath: str, _, result: DeviceOcrResult) -> Tuple[Chart, Score]:
+        partnerModifiers = Data().partnerModifiers
+        imageDate = getImageDate(imagePath)
+
+        # calculate clear type
+        if result.partner_id == "50":
+            dayNight = kanae_day_night(imageDate)
+            modifier = 1 if dayNight == KanaeDayNight.Day else 2
+        else:
+            modifier = partnerModifiers.get(result.partner_id, 0)
+
+        if result.clear_status == 1 and modifier == 1:
+            clearType = 4
+        elif result.clear_status == 1 and modifier == 2:
+            clearType = 5
+        else:
+            clearType = result.clear_status
+
         db = Database()
         score = Score(
             song_id=result.song_id,
@@ -92,16 +98,16 @@ class ScoreConverter:
             pure=result.pure,
             far=result.far,
             lost=result.lost,
-            date=getImageDate(imagePath).toSecsSinceEpoch(),
+            date=imageDate.toSecsSinceEpoch(),
             max_recall=result.max_recall,
+            modifier=modifier,
+            clear_type=clearType,
             comment=f"OCR {QFileInfo(imagePath).fileName()}",
         )
-        chart = db.get_chart(score.song_id, score.rating_class)
-        if not chart:
-            chart = Chart(
-                song_id=result.song_id,
-                rating_class=result.rating_class,
-                title=result.song_id,
-                constant=0.0,
-            )
+        chart = db.get_chart(score.song_id, score.rating_class) or Chart(
+            song_id=result.song_id,
+            rating_class=result.rating_class,
+            title=result.song_id,
+            constant=0.0,
+        )
         return (chart, score)

ui/implements/components/devicesComboBox.py

@@ -1,32 +0,0 @@
-from arcaea_offline_ocr.device.v1.definition import DeviceV1
-from PySide6.QtCore import Qt
-from PySide6.QtWidgets import QComboBox
-
-from ui.extends.ocr import load_devices_json
-from ui.extends.shared.delegates.descriptionDelegate import DescriptionDelegate
-
-
-class DevicesComboBox(QComboBox):
-    DeviceUuidRole = Qt.ItemDataRole.UserRole + 10
-
-    def __init__(self, parent=None):
-        super().__init__(parent)
-        self.setItemDelegate(DescriptionDelegate(self))
-
-    def setDevices(self, devices: list[DeviceV1]):
-        self.clear()
-        for device in devices:
-            self.addItem(f"{device.name} ({device.uuid})", device)
-            row = self.count() - 1
-            self.setItemData(row, device.uuid, self.DeviceUuidRole)
-            self.setItemData(row, device.name, DescriptionDelegate.MainTextRole)
-            self.setItemData(row, device.uuid, DescriptionDelegate.DescriptionTextRole)
-        self.setCurrentIndex(-1)
-
-    def loadDevicesJson(self, path: str):
-        devices = load_devices_json(path)
-        self.setDevices(devices)
-
-    def selectDevice(self, deviceUuid: str):
-        index = self.findData(deviceUuid, self.DeviceUuidRole)
-        self.setCurrentIndex(index)

ui/implements/settings/settingsOcr.py

@@ -1,7 +1,6 @@
 from PySide6.QtCore import QCoreApplication
 from PySide6.QtWidgets import QLabel, QPushButton
 
-from ui.implements.components.devicesComboBox import DevicesComboBox
 from ui.implements.components.fileSelector import FileSelector
 from ui.implements.settings.settingsBaseWidget import SettingsBaseWidget
 
@@ -12,28 +11,6 @@ class SettingsOcr(SettingsBaseWidget):
 
         self.setupUi(self)
 
-        if self.settings.devicesJsonFile():
-            self.devicesJsonValueWidget.selectFile(self.settings.devicesJsonFile())
-        self.devicesJsonValueWidget.filesSelected.connect(self.setDevicesJson)
-        self.devicesJsonResetButton.clicked.connect(self.resetDevicesJson)
-        self.insertItem(
-            "devicesJson",
-            self.devicesJsonLabel,
-            self.devicesJsonValueWidget,
-            self.devicesJsonResetButton,
-        )
-
-        if self.settings.deviceUuid():
-            self.deviceUuidValueWidget.selectDevice(self.settings.deviceUuid())
-        self.deviceUuidValueWidget.activated.connect(self.setDeviceUuid)
-        self.deviceUuidResetButton.clicked.connect(self.resetDeviceUuid)
-        self.insertItem(
-            "deviceUuid",
-            self.deviceUuidLabel,
-            self.deviceUuidValueWidget,
-            self.deviceUuidResetButton,
-        )
-
         if self.settings.knnModelFile():
             self.knnModelFileValueWidget.selectFile(self.settings.knnModelFile())
         self.knnModelFileValueWidget.filesSelected.connect(self.setKnnModelFile)
@@ -56,19 +33,6 @@ class SettingsOcr(SettingsBaseWidget):
             self.b30KnnModelFileResetButton,
         )
 
-        if self.settings.siftDatabaseFile():
-            self.siftDatabaseFileValueWidget.selectFile(
-                self.settings.siftDatabaseFile()
-            )
-        self.siftDatabaseFileValueWidget.filesSelected.connect(self.setSiftDatabaseFile)
-        self.siftDatabaseFileResetButton.clicked.connect(self.resetSiftDatabaseFile)
-        self.insertItem(
-            "siftDatabaseFile",
-            self.siftDatabaseFileLabel,
-            self.siftDatabaseFileValueWidget,
-            self.siftDatabaseFileResetButton,
-        )
-
         if self.settings.phashDatabaseFile():
             self.phashDatabaseFileValueWidget.selectFile(
                 self.settings.phashDatabaseFile()
@@ -84,34 +48,6 @@ class SettingsOcr(SettingsBaseWidget):
             self.phashDatabaseFileResetButton,
         )
 
-    def setDevicesJson(self):
-        selectedFile = self.devicesJsonValueWidget.selectedFiles()
-        if selectedFile and selectedFile[0]:
-            file = selectedFile[0]
-            self.settings.setDevicesJsonFile(file)
-            self.fillDeviceUuidComboBox()
-
-    def fillDeviceUuidComboBox(self):
-        devicesJsonPath = self.devicesJsonValueWidget.selectedFiles()[0]
-        self.deviceUuidValueWidget.loadDevicesJson(devicesJsonPath)
-
-        storedDeviceUuid = self.settings.deviceUuid()
-        self.deviceUuidValueWidget.selectDevice(storedDeviceUuid)
-
-    def resetDevicesJson(self):
-        self.deviceUuidValueWidget.clear()
-        self.devicesJsonValueWidget.reset()
-        self.settings.resetDeviceUuid()
-        self.settings.resetDevicesJsonFile()
-
-    def setDeviceUuid(self):
-        if device := self.deviceUuidValueWidget.currentData():
-            self.settings.setDeviceUuid(device.uuid)
-
-    def resetDeviceUuid(self):
-        self.deviceUuidValueWidget.setCurrentIndex(-1)
-        self.settings.resetDeviceUuid()
-
     def setKnnModelFile(self):
         selectedFile = self.knnModelFileValueWidget.selectedFiles()
         if selectedFile and selectedFile[0]:
@@ -132,16 +68,6 @@ class SettingsOcr(SettingsBaseWidget):
         self.b30KnnModelFileValueWidget.reset()
         self.settings.resetB30KnnModelFile()
 
-    def setSiftDatabaseFile(self):
-        selectedFile = self.siftDatabaseFileValueWidget.selectedFiles()
-        if selectedFile and selectedFile[0]:
-            file = selectedFile[0]
-            self.settings.setSiftDatabaseFile(file)
-
-    def resetSiftDatabaseFile(self):
-        self.siftDatabaseFileValueWidget.reset()
-        self.settings.resetSiftDatabaseFile()
-
     def setPHashDatabaseFile(self):
         selectedFile = self.phashDatabaseFileValueWidget.selectedFiles()
         if selectedFile and selectedFile[0]:
@@ -153,14 +79,6 @@ class SettingsOcr(SettingsBaseWidget):
         self.settings.resetPHashDatabaseFile()
 
     def setupUi(self, *args):
-        self.devicesJsonLabel = QLabel(self)
-        self.devicesJsonValueWidget = FileSelector(self)
-        self.devicesJsonResetButton = QPushButton(self)
-
-        self.deviceUuidLabel = QLabel(self)
-        self.deviceUuidValueWidget = DevicesComboBox(self)
-        self.deviceUuidResetButton = QPushButton(self)
-
         self.knnModelFileLabel = QLabel(self)
         self.knnModelFileValueWidget = FileSelector(self)
         self.knnModelFileResetButton = QPushButton(self)
@@ -169,10 +87,6 @@ class SettingsOcr(SettingsBaseWidget):
         self.b30KnnModelFileValueWidget = FileSelector(self)
         self.b30KnnModelFileResetButton = QPushButton(self)
 
-        self.siftDatabaseFileLabel = QLabel(self)
-        self.siftDatabaseFileValueWidget = FileSelector(self)
-        self.siftDatabaseFileResetButton = QPushButton(self)
-
         self.phashDatabaseFileLabel = QLabel(self)
         self.phashDatabaseFileValueWidget = FileSelector(self)
         self.phashDatabaseFileResetButton = QPushButton(self)
@@ -186,21 +100,12 @@ class SettingsOcr(SettingsBaseWidget):
         # fmt: off
         self.setTitle(QCoreApplication.translate("Settings", "ocr.title"))
 
-        self.devicesJsonLabel.setText(QCoreApplication.translate("Settings", "ocr.devicesJson.label"))
-        self.devicesJsonResetButton.setText(QCoreApplication.translate("Settings", "resetButton"))
-
-        self.deviceUuidLabel.setText(QCoreApplication.translate("Settings", "ocr.deviceUuid.label"))
-        self.deviceUuidResetButton.setText(QCoreApplication.translate("Settings", "resetButton"))
-
         self.knnModelFileLabel.setText(QCoreApplication.translate("Settings", "ocr.knnModelFile.label"))
         self.knnModelFileResetButton.setText(QCoreApplication.translate("Settings", "resetButton"))
 
         self.b30KnnModelFileLabel.setText(QCoreApplication.translate("Settings", "ocr.b30KnnModelFile.label"))
         self.b30KnnModelFileResetButton.setText(QCoreApplication.translate("Settings", "resetButton"))
 
-        self.siftDatabaseFileLabel.setText(QCoreApplication.translate("Settings", "ocr.siftDatabaseFile.label"))
-        self.siftDatabaseFileResetButton.setText(QCoreApplication.translate("Settings", "resetButton"))
-
         self.phashDatabaseFileLabel.setText(QCoreApplication.translate("Settings", "ocr.phashDatabaseFile.label"))
         self.phashDatabaseFileResetButton.setText(QCoreApplication.translate("Settings", "resetButton"))
         # fmt: on

ui/implements/tabs/tabOcr/tabOcr_Device.py

@@ -1,20 +1,21 @@
 import logging
 
 import cv2
+from arcaea_offline_ocr.device.rois import (
+    DeviceRoisAutoT1,
+    DeviceRoisAutoT2,
+    DeviceRoisMaskerAutoT1,
+    DeviceRoisMaskerAutoT2,
+)
 from arcaea_offline_ocr.phash_db import ImagePhashDatabase
-from PySide6.QtCore import Qt, Slot
-from PySide6.QtWidgets import QApplication, QFileDialog, QWidget
+from PySide6.QtCore import Slot
+from PySide6.QtWidgets import QApplication, QFileDialog, QMessageBox, QWidget
 
 from ui.designer.tabs.tabOcr.tabOcr_Device_ui import Ui_TabOcr_Device
 from ui.extends.components.ocrQueue import OcrQueueModel
 from ui.extends.shared.language import LanguageChangeEventFilter
 from ui.extends.shared.settings import KNN_MODEL_FILE, PHASH_DATABASE_FILE
-from ui.extends.tabs.tabOcr.tabOcr_Device import (
-    ScoreConverter,
-    TabDeviceV2AutoRoisOcrRunnable,
-    TabDeviceV2OcrRunnable,
-)
-
+from ui.extends.tabs.tabOcr.tabOcr_Device import ScoreConverter, TabDeviceOcrRunnable
 
 logger = logging.getLogger(__name__)
 
@@ -106,9 +107,15 @@ class TabOcr_Device(Ui_TabOcr_Device, QWidget):
         try:
             knnModelFile = self.dependencies_knnModelSelector.selectedFiles()[0]
             self.knnModel = cv2.ml.KNearest.load(knnModelFile)
-            self.dependencies_knnModelStatusLabel.setText(
-                f'<font color="green">OK</font>, varCount {self.knnModel.getVarCount()}'
-            )
+            varCount = self.knnModel.getVarCount()
+            if varCount != 81:
+                self.dependencies_knnModelStatusLabel.setText(
+                    f'<font color="darkorange">WARN</font>, varCount {varCount}'
+                )
+            else:
+                self.dependencies_knnModelStatusLabel.setText(
+                    f'<font color="green">OK</font>, varCount {varCount}'
+                )
         except Exception:
             logger.exception("Error loading knn model:")
             self.dependencies_knnModelStatusLabel.setText(
@@ -150,30 +157,51 @@ class TabOcr_Device(Ui_TabOcr_Device, QWidget):
                 QApplication.processEvents()
         self.ocrQueue.resizeTableView()
 
+    def deviceRois(self):
+        if self.options_roisUseCustomCheckBox.isChecked():
+            ...
+        else:
+            selectedPreset = self.options_roisComboBox.currentData()
+            if selectedPreset == "AutoT1":
+                return DeviceRoisAutoT1
+            elif selectedPreset == "AutoT2":
+                return DeviceRoisAutoT2
+            else:
+                QMessageBox.critical(self, None, "Select a Rois preset first.")
+                return None
+
+    def deviceRoisMasker(self):
+        if self.options_maskerUseCustomCheckBox.isChecked():
+            ...
+        else:
+            selectedPreset = self.options_maskerComboBox.currentData()
+            if selectedPreset == "AutoT1":
+                return DeviceRoisMaskerAutoT1()
+            elif selectedPreset == "AutoT2":
+                return DeviceRoisMaskerAutoT2()
+            else:
+                QMessageBox.critical(self, None, "Select a Masker preset first.")
+                return None
+
     @Slot()
     def on_ocr_startButton_clicked(self):
         for row in range(self.ocrQueueModel.rowCount()):
             index = self.ocrQueueModel.index(row, 0)
             imagePath = index.data(OcrQueueModel.ImagePathRole)
-            if self.deviceUseAutoFactorCheckBox.checkState() == Qt.CheckState.Checked:
-                runnable = TabDeviceV2AutoRoisOcrRunnable(
-                    imagePath,
-                    self.knnModel,
-                    self.phashDatabase,
-                    sizesV2=self.deviceSizesV2CheckBox.isChecked(),
-                )
-            else:
-                runnable = TabDeviceV2OcrRunnable(
-                    imagePath,
-                    self.deviceComboBox.currentData(),
-                    self.knnModel,
-                    self.phashDatabase,
-                    sizesV2=self.deviceSizesV2CheckBox.isChecked(),
-                )
+
+            rois = self.deviceRois()
+            masker = self.deviceRoisMasker()
+
+            if rois is None or masker is None:
+                return
+
+            runnable = TabDeviceOcrRunnable(
+                imagePath, rois, masker, self.knnModel, self.phashDatabase
+            )
             self.ocrQueueModel.setData(index, runnable, OcrQueueModel.OcrRunnableRole)
             self.ocrQueueModel.setData(
                 index,
-                ScoreConverter.deviceV2,
+                ScoreConverter.device,
                 OcrQueueModel.ProcessOcrResultFuncRole,
             )
         self.ocrQueueModel.startQueue()

ui/resources/partnerModifiers.json

@@ -0,0 +1,35 @@
+{
+    "__COMMENT__": "1: EASY, 2: HARD",
+    "0": 1,
+    "0u": 1,
+    "7": 2,
+    "9": 1,
+    "10": 2,
+    "10u": 2,
+    "15": 1,
+    "16": 1,
+    "20": 1,
+    "28": 2,
+    "28u": 2,
+    "29": 2,
+    "29u": 2,
+    "35": 2,
+    "36": 2,
+    "36u": 2,
+    "37": 2,
+    "41": 2,
+    "42": 2,
+    "42u": 2,
+    "43": 2,
+    "43u": 2,
+    "54": 2,
+    "55": 2,
+    "57": 2,
+    "61": 2,
+    "64": 2,
+    "66": 2,
+    "66u": 2,
+    "67": 2,
+    "68": 1,
+    "70": 2
+}

ui/resources/resources.qrc

@@ -4,6 +4,8 @@
     <file>VERSION</file>
     <file>LICENSE</file>
 
+    <file>partnerModifiers.json</file>
+
     <file>images/icon.png</file>
     <file>images/logo.png</file>
     <file>images/stepCalculator/stamina.png</file>