Datagen(Synthesis)

Datagen(Data synthesis) is the process of synthesizing images based on concepts marked on them. The method provides a path to augmenting your datasets with images that are difficult to collect in the real world. Applicability It helps create ima...

A Datagen project allows you to attach and store a Dataset created by synthesizing image concepts and generating the image files. Attaching a dataset to a Datagen project is recommended so that the output of the generation sessions is available fo...

Providing inputs is a critical phase in the synthesis process to ensure the accuracy of the Dataset being created. In this phase, you can provide inputs about the concept to be synthesized and run a preview session. Refer to the following vide...

The preview session allows you to review the images and refine them for any corrections. You can review and provide feedback for all the images, as needed. The previous topic lists the steps to providing inputs and generating a preview session . ...

Once you have reviewed the preview session results and are ready to synthesize the images, you can proceed with generating the session. In this session, the images are synthesized based on the defined concepts. The previous topic lists the steps ...

Once the Generation session is completed, ensure that the generated images are of good quality. You can then download the images and store them as part of the Dataset of your project. The previous topic lists the steps to creating a generation s...

Once you have downloaded the generated session files in zip format or as a file list, you can configure and register the same against a Dataset . Doing so allows the availability of all dataset capabilities, such as accessing catalog, visualizing ...