Mastering Computer Vision with TensorFlow 2.x

Automated or semi-automated labeling

In this section, we will discuss a completely free automated annotation tool that should reduce the degree of human labeling. This is Intel's Computer Vision Annotation Tool (CVAT) tool, which is very promising and performs complete automatic annotation as a starting point just by loading a model. You can find out more about the tool at https://software.intel.com/en-us/articles/computer-vision-annotation-tool-a-universal-approach-to-data-annotation.

The tool has the capability to create annotations for bounding boxes and polygon and semantic segmentation, and can also perform automatic annotation. The tool can output annotations as VOC XML, JSON TXT, or TFRecord files. This means that if you use the tool, ...