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Label pixels with brush and superpixel tools. Automatically label images using Core ML models. Settings for objects, attributes, hotkeys, and labeling fast. Read and write in PASCAL VOC XML format. Export to YOLO, Create ML, COCO JSON, and CSV formats.
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Your label list shall not change in the middle of processing a list of images. When you save an image, classes.txt will also get updated, while previous annotations will not be updated. You shouldn’t use “default class” function when saving to YOLO format, it will not be referred.
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Data labelling is an essential step in a supervised machine learning task. Garbage In Garbage Out is a phrase commonly used in the machine learning community, which means that the quality of the training data determines the quality of the model.
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Once these images are labeled, the labeling project will return to manual labeling to gather more data for the next round of model training. Images can have multiple bounding boxes, each with a single tag. Use View detailed instructions to determine if multiple bounding boxes are used in your project.
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