Product Updates
Jan 23, 2022
How does syntheticAIdata work?
Synthetic data is one of the most promising techniques on the rise in modern deep learning, especially computer vision. With syntheticAIdata, you can generate synthetic datasets on a large scale and accelerate vision AI model training. Large synthetic datasets will bring significant cost savings to your projects and reduce the risk of human error.
In manufacturing, automotive, retail, and many more industries, 3D models are widely used. Photo realistic images generated from 3D models and used for AI training can simulate real-world scenarios, remove many burdens, such as privacy and regulatory concerns, and increase the model's accuracy.
Our SaaS platform generated synthetic vision data with three simple steps: Uploading a 3D model, Configuring options, downloading generated data, or integrating with cloud services for AI vision model training.
The following video showcases how syntheticAIdata generates synthetic images in action.
Quick facts:
- - The model used in this demo is in FBX (Filmbox) format.
- - For a quick test, 100 synthetic images were generated and used for vision model training. However, you usually need a higher number of images to train an accurate model.
- - We used the Azure Percept device to test the model.
Our web-based dashboard allows you to easily upload your 3D model to generate synthetic data vision data. You can use the default options or configure the options (such as backgrounds, lighting, etc.) to create the dataset.
By simply entering the API key of your Azure Custom vision project, you can create a seamless integration between syntheticAIdata and your Azure Custom vision project. Your integration data is stored securely in your account and can be re-used in your next projects. You can also download the generated data to your local machine for further use.
We are working very hard to add many new features, so stay tuned for updates!
Contact us via hello@syntheticaidata.com if you have any questions about this post or whether you want us to help your business with our product. We are happy to help!
