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dl_utils's Issues

Suggest to loosen the dependency on labelme

Hi, your project DL_utils requires "labelme==4.5.6" in its dependency. After analyzing the source code, we found that the following versions of labelme can also be suitable without affecting your project, i.e., labelme 4.5.2, 4.5.3, 4.5.4, 4.5.5, 4.5.7, 4.5.8, 4.5.8.post0, 4.5.9, 4.5.10, 4.5.11, 4.5.12, 4.5.13, 4.6.0, 5.0.0, 5.0.1a0, 5.0.1. Therefore, we suggest to loosen the dependency on labelme from "labelme==4.5.6" to "labelme>=4.5.2,<=5.0.1" to avoid any possible conflict for importing more packages or for downstream projects that may use DL_utils.

May I pull a request to further loosen the dependency on labelme?

By the way, could you please tell us whether such dependency analysis may be potentially helpful for maintaining dependencies easier during your development?


We also give our detailed analysis as follows for your reference:

Your project DL_utils directly uses 2 APIs from package labelme.

labelme.utils.image.img_data_to_arr, labelme.label_file.LabelFile.__init__

Beginning from the 2 APIs above, 16 functions are then indirectly called, including 6 labelme's internal APIs and 10 outsider APIs. The specific call graph is listed as follows (neglecting some repeated function occurrences).

[/konny0311/DL_utils]
+--labelme.utils.image.img_data_to_arr
|      +--labelme.utils.image.img_data_to_pil
|      |      +--io.BytesIO
|      |      +--PIL.Image.open
|      +--numpy.array
+--labelme.label_file.LabelFile.__init__
|      +--labelme.label_file.LabelFile.load
|      |      +--labelme.label_file.LabelFile._check_image_height_and_width
|      |      +--labelme.label_file.open
|      |      |      +--io.open
|      |      +--json.load
|      |      +--base64.b64decode
|      |      +--os.path.join
|      |      +--labelme.label_file.LabelFile.load_image_file
|      |      |      +--PIL.Image.open
|      |      |      +--io.BytesIO
|      |      |      +--os.path.splitext
|      |      +--labelme.label_file.LabelFileError.__init__
|      |      +--os.path.dirname
|      |      +--base64.b64encode

We scan labelme's versions and observe that during its evolution between any version from [4.5.2, 4.5.3, 4.5.4, 4.5.5, 4.5.7, 4.5.8, 4.5.8.post0, 4.5.9, 4.5.10, 4.5.11, 4.5.12, 4.5.13, 4.6.0, 5.0.0, 5.0.1a0, 5.0.1] and 4.5.6, the changing functions (diffs being listed below) have none intersection with any function or API we mentioned above (either directly or indirectly called by this project).

diff: 4.5.6(original) 4.5.2
['labelme.widgets.label_list_widget.StandardItemModel.removeRows', 'labelme.widgets.canvas.Canvas.paintEvent', 'labelme.widgets.label_list_widget.LabelListWidget.__init__', 'labelme.widgets.label_list_widget.LabelListWidget.itemDropped', 'labelme.widgets.label_list_widget.StandardItemModel', 'labelme.app.MainWindow.brightnessContrast', 'labelme.widgets.label_list_widget.LabelListWidget.dropEvent', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.scanAllImages', 'labelme.app.MainWindow.dragEnterEvent', 'labelme.widgets.canvas.Canvas', 'labelme.widgets.label_list_widget.LabelListWidget', 'labelme.app.MainWindow.addLabel', 'labelme.app.MainWindow', 'labelme.app.MainWindow.importDroppedImageFiles']

diff: 4.5.6(original) 4.5.3
['labelme.app.MainWindow.brightnessContrast', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.scanAllImages', 'labelme.app.MainWindow.dragEnterEvent', 'labelme.app.MainWindow', 'labelme.app.MainWindow.importDroppedImageFiles']

diff: 4.5.6(original) 4.5.4
['labelme.app.MainWindow.brightnessContrast', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow']

diff: 4.5.6(original) 4.5.5
[](no clear difference between the source codes of two versions)

diff: 4.5.6(original) 4.5.7
['labelme.app.MainWindow.fileSearchChanged', 'labelme.app.MainWindow.loadLabels', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.editLabel', 'labelme.cli.on_docker.labelme_on_docker', 'labelme.logger.ColoredFormatter', 'labelme.app.MainWindow.zoomRequest', 'labelme.widgets.canvas.Canvas', 'labelme.app.MainWindow.addZoom', 'labelme.widgets.canvas.Canvas.mouseReleaseEvent', 'labelme.logger.ColoredFormatter.format', 'labelme.app.MainWindow']

diff: 4.5.6(original) 4.5.8
['labelme.widgets.canvas.Canvas.deleteShape', 'labelme.app.MainWindow.fileSearchChanged', 'labelme.app.MainWindow.setDirty', 'labelme.logger.ColoredFormatter', 'labelme.widgets.canvas.Canvas.mouseReleaseEvent', 'labelme.cli.on_docker.labelme_on_docker', 'labelme.widgets.canvas.Canvas.hideBackroundShapes', 'labelme.shape.Shape', 'labelme.widgets.canvas.Canvas.restoreShape', 'labelme.widgets.canvas.Canvas.isShapeRestorable', 'labelme.widgets.canvas.Canvas.loadShapes', 'labelme.widgets.canvas.Canvas.storeShapes', 'labelme.widgets.label_list_widget.LabelListWidget.findItemByShape', 'labelme.widgets.canvas.Canvas.undoLastPoint', 'labelme.widgets.canvas.Canvas.__init__', 'labelme.shape.Shape.highlightVertex', 'labelme.logger.ColoredFormatter.format', 'labelme.app.MainWindow', 'labelme.app.MainWindow.loadLabels', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.editLabel', 'labelme.app.MainWindow.zoomRequest', 'labelme.widgets.canvas.Canvas', 'labelme.widgets.canvas.Canvas.loadPixmap', 'labelme.app.MainWindow.addZoom', 'labelme.widgets.label_list_widget.LabelListWidget', 'labelme.shape.Shape.highlightClear', 'labelme.app.MainWindow.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.setShapeVisible', 'labelme.utils.qt.distancetoline']

diff: 4.5.6(original) 4.5.8.post0
['labelme.widgets.canvas.Canvas.deleteShape', 'labelme.app.MainWindow.fileSearchChanged', 'labelme.app.MainWindow.setDirty', 'labelme.logger.ColoredFormatter', 'labelme.widgets.canvas.Canvas.mouseReleaseEvent', 'labelme.cli.on_docker.labelme_on_docker', 'labelme.widgets.canvas.Canvas.hideBackroundShapes', 'labelme.shape.Shape', 'labelme.widgets.canvas.Canvas.restoreShape', 'labelme.widgets.canvas.Canvas.isShapeRestorable', 'labelme.widgets.canvas.Canvas.loadShapes', 'labelme.widgets.canvas.Canvas.storeShapes', 'labelme.widgets.label_list_widget.LabelListWidget.findItemByShape', 'labelme.widgets.canvas.Canvas.undoLastPoint', 'labelme.widgets.canvas.Canvas.__init__', 'labelme.shape.Shape.highlightVertex', 'labelme.logger.ColoredFormatter.format', 'labelme.app.MainWindow', 'labelme.app.MainWindow.loadLabels', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.editLabel', 'labelme.app.MainWindow.zoomRequest', 'labelme.widgets.canvas.Canvas', 'labelme.widgets.canvas.Canvas.loadPixmap', 'labelme.app.MainWindow.addZoom', 'labelme.widgets.label_list_widget.LabelListWidget', 'labelme.shape.Shape.highlightClear', 'labelme.app.MainWindow.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.setShapeVisible', 'labelme.utils.qt.distancetoline']

diff: 4.5.6(original) 4.5.9
['labelme.widgets.canvas.Canvas.deleteShape', 'labelme.app.MainWindow.fileSearchChanged', 'labelme.app.MainWindow.setDirty', 'labelme.logger.ColoredFormatter', 'labelme.widgets.canvas.Canvas.mouseReleaseEvent', 'labelme.cli.on_docker.labelme_on_docker', 'labelme.widgets.canvas.Canvas.hideBackroundShapes', 'labelme.shape.Shape', 'labelme.widgets.canvas.Canvas.restoreShape', 'labelme.widgets.canvas.Canvas.isShapeRestorable', 'labelme.widgets.canvas.Canvas.loadShapes', 'labelme.widgets.canvas.Canvas.storeShapes', 'labelme.widgets.label_list_widget.LabelListWidget.findItemByShape', 'labelme.widgets.canvas.Canvas.undoLastPoint', 'labelme.widgets.canvas.Canvas.__init__', 'labelme.shape.Shape.highlightVertex', 'labelme.logger.ColoredFormatter.format', 'labelme.app.MainWindow', 'labelme.app.MainWindow.loadLabels', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.editLabel', 'labelme.app.MainWindow.zoomRequest', 'labelme.widgets.canvas.Canvas', 'labelme.widgets.canvas.Canvas.loadPixmap', 'labelme.app.MainWindow.addZoom', 'labelme.widgets.label_list_widget.LabelListWidget', 'labelme.shape.Shape.highlightClear', 'labelme.app.MainWindow.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.setShapeVisible', 'labelme.utils.qt.distancetoline']

diff: 4.5.6(original) 4.5.10
['labelme.widgets.canvas.Canvas.deleteShape', 'labelme.app.MainWindow.fileSearchChanged', 'labelme.app.MainWindow.setDirty', 'labelme.logger.ColoredFormatter', 'labelme.widgets.canvas.Canvas.mouseReleaseEvent', 'labelme.cli.on_docker.labelme_on_docker', 'labelme.widgets.canvas.Canvas.hideBackroundShapes', 'labelme.shape.Shape', 'labelme.widgets.canvas.Canvas.restoreShape', 'labelme.widgets.canvas.Canvas.isShapeRestorable', 'labelme.widgets.canvas.Canvas.loadShapes', 'labelme.widgets.canvas.Canvas.storeShapes', 'labelme.widgets.label_list_widget.LabelListWidget.findItemByShape', 'labelme.widgets.canvas.Canvas.undoLastPoint', 'labelme.widgets.canvas.Canvas.__init__', 'labelme.shape.Shape.highlightVertex', 'labelme.logger.ColoredFormatter.format', 'labelme.app.MainWindow', 'labelme.app.MainWindow.loadLabels', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.editLabel', 'labelme.app.MainWindow.zoomRequest', 'labelme.widgets.canvas.Canvas', 'labelme.widgets.canvas.Canvas.loadPixmap', 'labelme.app.MainWindow.addZoom', 'labelme.widgets.label_list_widget.LabelListWidget', 'labelme.shape.Shape.highlightClear', 'labelme.app.MainWindow.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.setShapeVisible', 'labelme.utils.qt.distancetoline']

diff: 4.5.6(original) 4.5.11
['labelme.widgets.canvas.Canvas.deleteShape', 'labelme.app.MainWindow.fileSearchChanged', 'labelme.app.MainWindow.setDirty', 'labelme.logger.ColoredFormatter', 'labelme.widgets.canvas.Canvas.mouseReleaseEvent', 'labelme.cli.on_docker.labelme_on_docker', 'labelme.widgets.canvas.Canvas.hideBackroundShapes', 'labelme.shape.Shape', 'labelme.widgets.canvas.Canvas.restoreShape', 'labelme.widgets.canvas.Canvas.isShapeRestorable', 'labelme.widgets.canvas.Canvas.loadShapes', 'labelme.widgets.canvas.Canvas.storeShapes', 'labelme.widgets.label_list_widget.LabelListWidget.findItemByShape', 'labelme.widgets.canvas.Canvas.undoLastPoint', 'labelme.widgets.canvas.Canvas.__init__', 'labelme.shape.Shape.highlightVertex', 'labelme.logger.ColoredFormatter.format', 'labelme.app.MainWindow', 'labelme.cli.draw_json.main', 'labelme.app.MainWindow.loadLabels', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.editLabel', 'labelme.app.MainWindow.zoomRequest', 'labelme.widgets.canvas.Canvas', 'labelme.widgets.canvas.Canvas.loadPixmap', 'labelme.app.MainWindow.addZoom', 'labelme.widgets.label_list_widget.LabelListWidget', 'labelme.shape.Shape.highlightClear', 'labelme.cli.json_to_dataset.main', 'labelme.app.MainWindow._get_rgb_by_label', 'labelme.app.MainWindow.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.setShapeVisible', 'labelme.utils.qt.distancetoline']

diff: 4.5.6(original) 4.5.12
['labelme.widgets.canvas.Canvas.deleteShape', 'labelme.app.MainWindow.fileSearchChanged', 'labelme.app.MainWindow.setDirty', 'labelme.widgets.canvas.Canvas.keyReleaseEvent', 'labelme.logger.ColoredFormatter', 'labelme.widgets.canvas.Canvas.mouseReleaseEvent', 'labelme.cli.on_docker.labelme_on_docker', 'labelme.widgets.canvas.Canvas.hideBackroundShapes', 'labelme.widgets.canvas.Canvas.mouseMoveEvent', 'labelme.shape.Shape', 'labelme.widgets.canvas.Canvas.restoreShape', 'labelme.widgets.canvas.Canvas.isShapeRestorable', 'labelme.widgets.canvas.Canvas.loadShapes', 'labelme.widgets.canvas.Canvas.storeShapes', 'labelme.widgets.label_list_widget.LabelListWidget.findItemByShape', 'labelme.widgets.canvas.Canvas.undoLastPoint', 'labelme.widgets.canvas.Canvas.__init__', 'labelme.shape.Shape.highlightVertex', 'labelme.logger.ColoredFormatter.format', 'labelme.app.MainWindow', 'labelme.cli.draw_json.main', 'labelme.app.MainWindow.loadLabels', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.editLabel', 'labelme.app.MainWindow.zoomRequest', 'labelme.widgets.canvas.Canvas', 'labelme.widgets.canvas.Canvas.loadPixmap', 'labelme.app.MainWindow.addZoom', 'labelme.widgets.label_list_widget.LabelListWidget', 'labelme.shape.Shape.highlightClear', 'labelme.cli.json_to_dataset.main', 'labelme.app.MainWindow._get_rgb_by_label', 'labelme.app.MainWindow.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.keyPressEvent', 'labelme.widgets.canvas.Canvas.setShapeVisible', 'labelme.utils.qt.distancetoline']

diff: 4.5.6(original) 4.5.13
['labelme.widgets.canvas.Canvas.deleteShape', 'labelme.app.MainWindow.fileSearchChanged', 'labelme.app.MainWindow.setDirty', 'labelme.widgets.canvas.Canvas.keyReleaseEvent', 'labelme.logger.ColoredFormatter', 'labelme.widgets.canvas.Canvas.mouseReleaseEvent', 'labelme.cli.on_docker.labelme_on_docker', 'labelme.widgets.canvas.Canvas.hideBackroundShapes', 'labelme.widgets.canvas.Canvas.mouseMoveEvent', 'labelme.shape.Shape', 'labelme.widgets.canvas.Canvas.restoreShape', 'labelme.widgets.canvas.Canvas.isShapeRestorable', 'labelme.widgets.canvas.Canvas.loadShapes', 'labelme.widgets.canvas.Canvas.storeShapes', 'labelme.widgets.label_list_widget.LabelListWidget.findItemByShape', 'labelme.widgets.canvas.Canvas.undoLastPoint', 'labelme.widgets.canvas.Canvas.__init__', 'labelme.shape.Shape.highlightVertex', 'labelme.logger.ColoredFormatter.format', 'labelme.app.MainWindow', 'labelme.app.MainWindow.tutorial', 'labelme.cli.draw_json.main', 'labelme.app.MainWindow.loadLabels', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.editLabel', 'labelme.app.MainWindow.zoomRequest', 'labelme.widgets.canvas.Canvas', 'labelme.widgets.canvas.Canvas.loadPixmap', 'labelme.app.MainWindow.addZoom', 'labelme.widgets.label_list_widget.LabelListWidget', 'labelme.shape.Shape.highlightClear', 'labelme.cli.json_to_dataset.main', 'labelme.app.MainWindow._get_rgb_by_label', 'labelme.app.MainWindow.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.keyPressEvent', 'labelme.widgets.canvas.Canvas.setShapeVisible', 'labelme.utils.qt.distancetoline']

diff: 4.5.6(original) 4.6.0
['labelme.app.MainWindow.shapeSelectionChanged', 'labelme.app.MainWindow.canvasShapeEdgeSelected', 'labelme.app.MainWindow.pasteSelectedShape', 'labelme.widgets.canvas.Canvas.deleteShape', 'labelme.app.MainWindow.fileSearchChanged', 'labelme.widgets.canvas.Canvas.duplicateSelectedShapes', 'labelme.app.MainWindow.setDirty', 'labelme.app.MainWindow._update_shape_color', 'labelme.widgets.canvas.Canvas.keyReleaseEvent', 'labelme.app.MainWindow.openPrevImg', 'labelme.logger.ColoredFormatter', 'labelme.app.MainWindow.duplicateSelectedShape', 'labelme.widgets.file_dialog_preview.FileDialogPreview.__init__', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview', 'labelme.widgets.canvas.Canvas.mouseReleaseEvent', 'labelme.widgets.canvas.Canvas.hideBackroundShapes', 'labelme.cli.on_docker.labelme_on_docker', 'labelme.app.MainWindow.copySelectedShape', 'labelme.widgets.canvas.Canvas.mousePressEvent', 'labelme.widgets.file_dialog_preview.FileDialogPreview', 'labelme.app.MainWindow.enableKeepPrevScale', 'labelme.widgets.canvas.Canvas.mouseMoveEvent', 'labelme.widgets.file_dialog_preview.FileDialogPreview.onChange', 'labelme.app.MainWindow.openNextImg', 'labelme.widgets.canvas.Canvas.calculateOffsets', 'labelme.shape.Shape', 'labelme.widgets.canvas.Canvas.restoreShape', 'labelme.widgets.canvas.Canvas.isShapeRestorable', 'labelme.widgets.canvas.Canvas.loadShapes', 'labelme.widgets.canvas.Canvas.storeShapes', 'labelme.widgets.label_list_widget.LabelListWidget.findItemByShape', 'labelme.app.MainWindow.copyShape', 'labelme.widgets.canvas.Canvas.__init__', 'labelme.widgets.canvas.Canvas.undoLastPoint', 'labelme.app.MainWindow.addLabel', 'labelme.widgets.canvas.Canvas.deSelectShape', 'labelme.logger.ColoredFormatter.format', 'labelme.app.MainWindow', 'labelme.shape.Shape.highlightVertex', 'labelme.app.MainWindow.tutorial', 'labelme.cli.draw_json.main', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.setText', 'labelme.widgets.canvas.Canvas.selectedEdge', 'labelme.widgets.canvas.Canvas.copySelectedShapes', 'labelme.utils.qt.distancetoline', 'labelme.app.MainWindow.loadLabels', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.editLabel', 'labelme.widgets.label_list_widget.LabelListWidgetItem.__init__', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.__init__', 'labelme.app.MainWindow.zoomRequest', 'labelme.widgets.canvas.Canvas', 'labelme.widgets.canvas.Canvas.loadPixmap', 'labelme.app.MainWindow.addZoom', 'labelme.widgets.label_list_widget.LabelListWidget', 'labelme.app.MainWindow.openFile', 'labelme.widgets.label_list_widget.LabelListWidgetItem', 'labelme.widgets.canvas.Canvas.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.selectShapePoint', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.clear', 'labelme.shape.Shape.highlightClear', 'labelme.cli.json_to_dataset.main', 'labelme.app.MainWindow._get_rgb_by_label', 'labelme.app.MainWindow.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.keyPressEvent', 'labelme.widgets.canvas.Canvas.setShapeVisible', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.setPixmap', 'labelme.app.MainWindow.saveLabels', 'labelme.widgets.canvas.Canvas.moveByKeyboard']

diff: 4.5.6(original) 5.0.0
['labelme.app.MainWindow.shapeSelectionChanged', 'labelme.app.MainWindow.canvasShapeEdgeSelected', 'labelme.app.MainWindow.pasteSelectedShape', 'labelme.widgets.canvas.Canvas.deleteShape', 'labelme.app.MainWindow.fileSearchChanged', 'labelme.widgets.canvas.Canvas.duplicateSelectedShapes', 'labelme.app.MainWindow.setDirty', 'labelme.app.MainWindow._update_shape_color', 'labelme.widgets.canvas.Canvas.keyReleaseEvent', 'labelme.app.MainWindow.openPrevImg', 'labelme.logger.ColoredFormatter', 'labelme.app.MainWindow.duplicateSelectedShape', 'labelme.widgets.file_dialog_preview.FileDialogPreview.__init__', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview', 'labelme.widgets.canvas.Canvas.mouseReleaseEvent', 'labelme.widgets.canvas.Canvas.hideBackroundShapes', 'labelme.cli.on_docker.labelme_on_docker', 'labelme.app.MainWindow.copySelectedShape', 'labelme.widgets.canvas.Canvas.mousePressEvent', 'labelme.widgets.file_dialog_preview.FileDialogPreview', 'labelme.app.MainWindow.enableKeepPrevScale', 'labelme.widgets.canvas.Canvas.mouseMoveEvent', 'labelme.widgets.file_dialog_preview.FileDialogPreview.onChange', 'labelme.app.MainWindow.openNextImg', 'labelme.widgets.canvas.Canvas.calculateOffsets', 'labelme.shape.Shape', 'labelme.widgets.canvas.Canvas.restoreShape', 'labelme.widgets.canvas.Canvas.isShapeRestorable', 'labelme.widgets.canvas.Canvas.loadShapes', 'labelme.widgets.canvas.Canvas.storeShapes', 'labelme.widgets.label_list_widget.LabelListWidget.findItemByShape', 'labelme.app.MainWindow.copyShape', 'labelme.widgets.canvas.Canvas.__init__', 'labelme.widgets.canvas.Canvas.undoLastPoint', 'labelme.app.MainWindow.addLabel', 'labelme.widgets.canvas.Canvas.deSelectShape', 'labelme.logger.ColoredFormatter.format', 'labelme.app.MainWindow', 'labelme.shape.Shape.highlightVertex', 'labelme.app.MainWindow.tutorial', 'labelme.cli.draw_json.main', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.setText', 'labelme.widgets.canvas.Canvas.selectedEdge', 'labelme.widgets.canvas.Canvas.copySelectedShapes', 'labelme.app.MainWindow.loadLabels', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.editLabel', 'labelme.widgets.label_list_widget.LabelListWidgetItem.__init__', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.__init__', 'labelme.app.MainWindow.zoomRequest', 'labelme.widgets.canvas.Canvas', 'labelme.widgets.canvas.Canvas.loadPixmap', 'labelme.app.MainWindow.addZoom', 'labelme.widgets.label_list_widget.LabelListWidget', 'labelme.app.MainWindow.openFile', 'labelme.widgets.label_list_widget.LabelListWidgetItem', 'labelme.widgets.canvas.Canvas.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.selectShapePoint', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.clear', 'labelme.shape.Shape.highlightClear', 'labelme.cli.json_to_dataset.main', 'labelme.app.MainWindow.scanAllImages', 'labelme.app.MainWindow._get_rgb_by_label', 'labelme.app.MainWindow.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.keyPressEvent', 'labelme.widgets.canvas.Canvas.setShapeVisible', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.setPixmap', 'labelme.utils.qt.distancetoline', 'labelme.widgets.canvas.Canvas.moveByKeyboard']

diff: 4.5.6(original) 5.0.1a0
['labelme.app.MainWindow.shapeSelectionChanged', 'labelme.app.MainWindow.canvasShapeEdgeSelected', 'labelme.app.MainWindow.pasteSelectedShape', 'labelme.widgets.canvas.Canvas.deleteShape', 'labelme.app.MainWindow.fileSearchChanged', 'labelme.widgets.canvas.Canvas.duplicateSelectedShapes', 'labelme.app.MainWindow.setDirty', 'labelme.app.MainWindow._update_shape_color', 'labelme.widgets.canvas.Canvas.keyReleaseEvent', 'labelme.app.MainWindow.openPrevImg', 'labelme.logger.ColoredFormatter', 'labelme.app.MainWindow.duplicateSelectedShape', 'labelme.widgets.file_dialog_preview.FileDialogPreview.__init__', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview', 'labelme.widgets.canvas.Canvas.mouseReleaseEvent', 'labelme.widgets.canvas.Canvas.hideBackroundShapes', 'labelme.cli.on_docker.labelme_on_docker', 'labelme.app.MainWindow.copySelectedShape', 'labelme.widgets.canvas.Canvas.mousePressEvent', 'labelme.widgets.file_dialog_preview.FileDialogPreview', 'labelme.app.MainWindow.enableKeepPrevScale', 'labelme.widgets.canvas.Canvas.mouseMoveEvent', 'labelme.widgets.file_dialog_preview.FileDialogPreview.onChange', 'labelme.app.MainWindow.openNextImg', 'labelme.widgets.canvas.Canvas.calculateOffsets', 'labelme.shape.Shape', 'labelme.widgets.canvas.Canvas.restoreShape', 'labelme.widgets.canvas.Canvas.isShapeRestorable', 'labelme.widgets.canvas.Canvas.loadShapes', 'labelme.widgets.canvas.Canvas.storeShapes', 'labelme.widgets.label_list_widget.LabelListWidget.findItemByShape', 'labelme.app.MainWindow.copyShape', 'labelme.widgets.canvas.Canvas.__init__', 'labelme.widgets.canvas.Canvas.undoLastPoint', 'labelme.app.MainWindow.addLabel', 'labelme.widgets.canvas.Canvas.deSelectShape', 'labelme.logger.ColoredFormatter.format', 'labelme.app.MainWindow', 'labelme.shape.Shape.highlightVertex', 'labelme.app.MainWindow.tutorial', 'labelme.cli.draw_json.main', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.setText', 'labelme.widgets.canvas.Canvas.selectedEdge', 'labelme.widgets.canvas.Canvas.copySelectedShapes', 'labelme.app.MainWindow.loadLabels', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.editLabel', 'labelme.widgets.label_list_widget.LabelListWidgetItem.__init__', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.__init__', 'labelme.app.MainWindow.zoomRequest', 'labelme.widgets.canvas.Canvas', 'labelme.widgets.canvas.Canvas.loadPixmap', 'labelme.app.MainWindow.addZoom', 'labelme.widgets.label_list_widget.LabelListWidget', 'labelme.app.MainWindow.openFile', 'labelme.widgets.label_list_widget.LabelListWidgetItem', 'labelme.widgets.canvas.Canvas.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.selectShapePoint', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.clear', 'labelme.shape.Shape.highlightClear', 'labelme.cli.json_to_dataset.main', 'labelme.app.MainWindow.scanAllImages', 'labelme.app.MainWindow._get_rgb_by_label', 'labelme.app.MainWindow.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.keyPressEvent', 'labelme.widgets.canvas.Canvas.setShapeVisible', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.setPixmap', 'labelme.utils.qt.distancetoline', 'labelme.widgets.canvas.Canvas.moveByKeyboard']

diff: 4.5.6(original) 5.0.1
['labelme.app.MainWindow.shapeSelectionChanged', 'labelme.app.MainWindow.canvasShapeEdgeSelected', 'labelme.app.MainWindow.pasteSelectedShape', 'labelme.widgets.canvas.Canvas.deleteShape', 'labelme.app.MainWindow.fileSearchChanged', 'labelme.widgets.canvas.Canvas.duplicateSelectedShapes', 'labelme.app.MainWindow.setDirty', 'labelme.app.MainWindow._update_shape_color', 'labelme.widgets.canvas.Canvas.keyReleaseEvent', 'labelme.app.MainWindow.openPrevImg', 'labelme.logger.ColoredFormatter', 'labelme.app.MainWindow.duplicateSelectedShape', 'labelme.widgets.file_dialog_preview.FileDialogPreview.__init__', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview', 'labelme.widgets.canvas.Canvas.mouseReleaseEvent', 'labelme.widgets.canvas.Canvas.hideBackroundShapes', 'labelme.cli.on_docker.labelme_on_docker', 'labelme.app.MainWindow.copySelectedShape', 'labelme.widgets.canvas.Canvas.mousePressEvent', 'labelme.widgets.file_dialog_preview.FileDialogPreview', 'labelme.app.MainWindow.enableKeepPrevScale', 'labelme.widgets.canvas.Canvas.mouseMoveEvent', 'labelme.widgets.file_dialog_preview.FileDialogPreview.onChange', 'labelme.app.MainWindow.openNextImg', 'labelme.widgets.canvas.Canvas.calculateOffsets', 'labelme.shape.Shape', 'labelme.widgets.canvas.Canvas.restoreShape', 'labelme.widgets.canvas.Canvas.isShapeRestorable', 'labelme.widgets.canvas.Canvas.loadShapes', 'labelme.widgets.canvas.Canvas.storeShapes', 'labelme.widgets.label_list_widget.LabelListWidget.findItemByShape', 'labelme.app.MainWindow.copyShape', 'labelme.widgets.canvas.Canvas.__init__', 'labelme.widgets.canvas.Canvas.undoLastPoint', 'labelme.app.MainWindow.addLabel', 'labelme.widgets.canvas.Canvas.deSelectShape', 'labelme.logger.ColoredFormatter.format', 'labelme.app.MainWindow', 'labelme.shape.Shape.highlightVertex', 'labelme.app.MainWindow.tutorial', 'labelme.cli.draw_json.main', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.setText', 'labelme.widgets.canvas.Canvas.selectedEdge', 'labelme.widgets.canvas.Canvas.copySelectedShapes', 'labelme.app.MainWindow.loadLabels', 'labelme.app.MainWindow.loadFile', 'labelme.app.MainWindow.editLabel', 'labelme.widgets.label_list_widget.LabelListWidgetItem.__init__', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.__init__', 'labelme.app.MainWindow.zoomRequest', 'labelme.widgets.canvas.Canvas', 'labelme.widgets.canvas.Canvas.loadPixmap', 'labelme.app.MainWindow.addZoom', 'labelme.widgets.label_list_widget.LabelListWidget', 'labelme.app.MainWindow.openFile', 'labelme.widgets.label_list_widget.LabelListWidgetItem', 'labelme.widgets.canvas.Canvas.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.selectShapePoint', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.clear', 'labelme.shape.Shape.highlightClear', 'labelme.cli.json_to_dataset.main', 'labelme.app.MainWindow.scanAllImages', 'labelme.app.MainWindow._get_rgb_by_label', 'labelme.app.MainWindow.removeSelectedPoint', 'labelme.widgets.canvas.Canvas.keyPressEvent', 'labelme.widgets.canvas.Canvas.setShapeVisible', 'labelme.widgets.file_dialog_preview.ScrollAreaPreview.setPixmap', 'labelme.utils.qt.distancetoline', 'labelme.widgets.canvas.Canvas.moveByKeyboard']

As for other packages, the APIs of numpy, io, PIL, json, base64 and os are called by labelme in the call graph and the dependencies on these packages also stay the same in our suggested versions, thus avoiding any outside conflict.

Therefore, we believe that it is quite safe to loose your dependency on labelme from "labelme==4.5.6" to "labelme>=4.5.2,<=5.0.1". This will improve the applicability of DL_utils and reduce the possibility of any further dependency conflict with other projects.

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