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Datagen(Synthesis)
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Datagen(Synthesis)
7 Articles
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Introduction
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...
Updated on : 21 Nov 2024
Create a Datagen project
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...
Updated on : 25 Nov 2024
Provide inputs and preview
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...
Updated on : 27 Nov 2024
Review preview session results
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 . ...
Updated on : 25 Nov 2024
Run a generation 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 ...
Updated on : 25 Nov 2024
Download generated files
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...
Updated on : 25 Nov 2024
Registering generated files into a dataset
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 ...
Updated on : 25 Nov 2024