What are the deployment options available for this API?

Roboflow supports deployment in the following environments:

Can I fine-tune this model?

You can can use Roboflow to train your own version of this model using your own custom data, or data from this model.

How to Use the yoyov8 Semantic Segmentation API

How to Deploy the yoyov8 Detection API

Using Roboflow, you can deploy your object detection model to a range of environments, including:

Luxonis OAK

Raspberry Pi

NVIDIA Jetson

A Docker container

A web page

A Python script using the Roboflow SDK.

Below, we have instructions on how to use our deployment options.

Code Snippets

Hosted API

Python

JavaScript

## Infer on Local and Hosted Images To install dependencies, `pip install roboflow`. Then, add the following code snippet to a Python script: ```python from roboflow import Roboflow rf = Roboflow(api_key="API_KEY") project = rf.workspace().project("MODEL_ENDPOINT") model = project.version(VERSION).model # infer on a local image print(model.predict("your_image.jpg").json()) # infer on an image hosted elsewhere print(model.predict("URL_OF_YOUR_IMAGE").json()) # save an image annotated with your predictions model.predict("your_image.jpg").save("prediction.jpg") ```

## Node.js We're using [axios](https://github.com/axios/axios) to perform the POST request in this example so first run npm install axios to install the dependency. ### Inferring on a Local Image ```javascript const axios = require("axios"); const fs = require("fs"); const image = fs.readFileSync("YOUR_IMAGE.jpg", { encoding: "base64" }); axios({ method: "POST", url: "https://segment.roboflow.com/MODEL_ENDPOINT/VERSION", params: { api_key: "API_KEY" }, data: image, headers: { "Content-Type": "application/x-www-form-urlencoded" } }) .then(function (response) { console.log(response.data); }) .catch(function (error) { console.log(error.message); }); ``` ### Inferring on an Image Hosted Elsewhere via URL ```javascript const axios = require("axios"); axios({ method: "POST", url: "https://segment.roboflow.com/MODEL_ENDPOINT/VERSION", params: { api_key: "API_KEY", image: "IMAGE_URL" } }) .then(function (response) { console.log(response.data); }) .catch(function (error) { console.log(error.message); }); ```

Za Tee

yoyov8

Semantic Segmentation

How to Use the yoyov8 Detection API

Try this model on images, video, or use your webcam

Roboflow Inference

How to Deploy the yoyov8 Detection API

Roboflow Documentation

Example Web App

Video Inference Script

Deploy to NVIDIA Jetson

Deploy to Luxonis OAK

Deploy Mobile iOS

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