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AI-Assisted Image Labeling

1 post · Jan 2020

What this trail covers

The Cloud Annotations project introduces an AI-assisted autolabeling feature. This capability leverages a user-trained model to automatically label new images, significantly reducing manual effort in data preparation for object detection models. The process involves users labeling a subset of images, training a model, and then using the 'Auto label' button in the GUI to apply labels to the remaining dataset, followed by a review step. The tool is integrated with IBM Cloud Object Storage for data management.

All IBM trails
  1. IBM Cloud Annotations Tool eases the process of AI data labelingIntroduces an 'Auto label' button within the Cloud Annotations GUI that utilizes a user-trained model to automatically label new images. The workflow involves uploading and labeling a subset of photos, training a model, using the autolabel feature, and then reviewing the generated labels. This feature aims to speed up the data labeling process for object detection models.