On-Demand Custom Models for Enterprise Customers

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Custom Models for Enterprise Customers

We understand that each Organization may have unique requirements. Therefore, we offer the option to create custom AI models for our enterprise customers. These custom models are trained using your organization's data and are exclusively available for your organization. To ensure the best results, it is vital to provide us with the proper data and the best description for detection during the training process.

 

Unique Object Challenges

Unfortunately, not all objects are distinct enough to be reliably recognized on a map. For a custom model, we would need to determine its capabilities based on the examples you provide.

 

Access to Custom Models

Custom models will be accessible on the Annotations sidebar and will be available exclusively within your organization. Other organizations will not have access to these models. 

 

Tailored Object Recognition

Every model is trained to recognize specific objects on a map. DroneDeploy will create and maintain a specific model for your organization, focusing on the objects unique to your operations and the types you wish to identify on maps. The model will perform well on uniform objects in similar datasets. We will continuously work on optimizing your model to better fit your specific workflow. However, it's essential to understand that significantly different datasets may necessitate the creation of separate models. For instance, recognizing sedans and pickup trucks may use the same model, while construction vehicles may require a distinct one.

 

Model Setup

Setting up a model typically takes from a few days to a few weeks including labeling and training. Afterward, the model will be ready for testing. We will fine-tune the model within the few weeks of its initial release based on your feedback.

 

Pricing 

The models are output as a service and charged per model. The custom AI model is paid per model per year. 

 

Requesting a Custom Model

To request a custom model, please complete the form with as much detail as possible. Attach at least two examples of DroneDeploy project links with manually created annotations, and we will respond with a proposal within 24 hours.

 

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