We're excited to announce the launch of the Deploy tab for all Roboflow users. Using and deploying your Roboflow trained models just got even easier.

This page has production ready inference capabilities for videos, images, and using your webcam. Included in the new page are code snippets for Hosted Inference API and various edge deployment options that are ready to copy and paste into your web app.

See the new Deploy tab functionality

Inference Tool

We've built an extensive inference tool so as you as you train a model you can start using it with any media format you choose. Here's how to use it:

Settings

You can select from any of your trained versions and see their train results at the top of the page:

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Select A Trained Model on Roboflow Deploy Page

Additionally, you can control the confidence and overlap thresholds for any inferences you make with the inference widget:

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Confidence and Overlap (NMS) Thresholds on Roboflow Deploy Page

Video Files

Drag and drop, or a select from your device, a video file to use the video capabilities. You can also change the speed of the video.

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Video Inference on Roboflow Deploy Page
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Set Speed of Inference Videos on Roboflow Deploy Page

Webcam

You can also infer in real-time using your webcam. Both video and webcam inference use roboflow.js live in the browser (which you can use yourself).

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Real Time Live Object Detection with Roboflow

Image Files

Similar to video files, you can drag and drop (or choose from your device) an image file to run inference. We also included samples from the dataset's test set that you can try out and see how your model performs on specific images.

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Drag and drop your own image or choose a a sample from the test set

Image URLs

To infer on an image url you can paste the url in the form input.

Form Input for Image Urls
Form Input for Image Urls

Or you can drag and drop images directly from google image search or other webpages.

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Drag Images from Google Image Search for Inference

Code Snippets

You can replicate all the functionality (and more) of the inference widget using the code snippets we provide in our docs or at the bottom of the page. All code snippets are formatted with your model's endpoint and your API's keys, so they're ready to copy and paste.

We have code snippets in several languages for using our auto-scaling hosted inference API.

You can deploy to the edge using Luxonis OAK, NVIDIA Jetson, iOS, and Enterprise deployment options.

API and Edge Deployment Code Snippets on Roboflow Deploy Page
API and Edge Deployment Code Snippets on Roboflow Deploy Page

More Resources

We have even more in-depth resources for deploying your models in our docs as well as our youtube channel.

You can also use the inference widget, or deploy on your own, any of the thousands of public pre-trained models on Roboflow Universe! Checkout the blog we wrote about Universe here.

Happy Inferencing!