The Deployment Options page presents various methods for deploying your trained computer vision models, making them accessible for inference tasks via web interface or API. With our supported deployment options, you can seamlessly integrate your models into applications and workflows, enabling real-time predictions on new data.

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Deployment Process

Once your model is trained, we automatically deploy it to our inference server, making it accessible for inference tasks. You can choose the deployment option that best suits your needs:
  1. Hosted Inference UI: Access the web interface provided by our platform and upload images to make predictions using the trained model.
  2. REST API: Interact with the hosted API using SDKs or directly via HTTP calls to perform inference tasks programmatically.

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Hosted Inference UI

Our Hosted Inference UI provides a user-friendly web form that allows you to upload images and make inferences using your trained model. Simply upload an image through the web interface, and the model will perform predictions, providing you with the results in a clear and intuitive manner. This option is ideal for quick and interactive model testing and evaluation. Hosted inference

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REST API

Our Hosted REST API offers a scalable and reliable solution for integrating your trained models into applications and systems. With the REST API, you can interact with the model using SDKs or directly through HTTP calls. Images for API requests should be provided in base64 encoded string format. The API response includes the model’s predictions, and for object detection tasks, it also contains the annotated image with bounding boxes and labels overlaid.

REST API

Get started with our API guide.

Python SDK

Integrate Epigos into your Python application.

Node.js SDK

Integrate Epigos into your Node server.

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Integration and Usage

Integrating your trained models into your applications and workflows is straightforward with our deployment options:
  • Web Interface: Share your Hosted Inference UI link to enable users to interact with the model seamlessly.
  • API Integration: Utilize the REST API endpoints within your applications to perform inference tasks programmatically, enabling automated predictions and real-time decision-making.
Get Started Explore our deployment options today to seamlessly integrate your trained computer vision models into your applications and workflows. Whether you prefer the interactive Hosted Inference UI or the programmatic capabilities of the REST API, our deployment options provide the flexibility and scalability you need to leverage your models effectively. Should you have any questions or require assistance with deployment, our support team is available to provide guidance and assistance. We’re committed to helping you unlock the full potential of your trained models for your projects and applications.