Roboflow + YOLOv8
You can deploy models using custom-trained YOLOv8 weights using Roboflow.
With Roboflow and YOLOv8, you can:
- Annotate datasets in Roboflow for use in YOLOv8 models;
- Pre-process and generate image augmentations for a project;
- Train a custom YOLOv8 model using the Roboflow custom training notebook;
- Export datasets from Roboflow for use in a YOLOv8 model;
- Upload custom YOLOv8 weights for deployment on Roboflow's infinitely-scalable infrastructure;
- And more.
Guides
11 on the blog
How to Deploy a YOLOv8 Model Using Roboflow and Repl.itIn this guide, we walk through how to train and deploy a YOLOv8 model using Roboflow, Google Colab, and Repl.it.- How to Deploy YOLOv8 ONNX Model with Amazon SageMakerLearn to deploy YOLOv8 (ONNX format) to Amazon SageMaker for serving inference requests, using OpenVino as the ONNX execution provider.
How to Deploy a YOLOv8 Model to a Raspberry PiIn this article, you'll learn how to deploy a YOLOv8 model onto a Raspberry Pi.
How to Train a YOLOv8 Classification ModelIn this guide, we walk through how to train a classification model using YOLOv8 and a dataset hosted on Roboflow.- How to Train YOLOv8 Instance Segmentation on Custom DataExplore how you can leverage the power of YOLOv8 Instance Segmentation to streamline your workflow and achieve outstanding model performance.
Train YOLOv8 on a Custom DatasetIn this article, we walk through how to train a YOLOv8 object detection model using a custom dataset.
How to Use Ultralytics YOLOv8 with SAMIn this guide, we show how to use YOLOv8 and SAM to create pixel-level segmentation masks for objects identified by a YOLOv8 model.
Launch: Deploy YOLOv8 with RoboflowIn this tutorial, we show how to upload your own YOLOv8 model weights to deploy on the Roboflow platform.
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What is YOLOv8? The Ultimate Guide.The field of computer vision advances with the newest release of YOLOv8, setting a new state of the art for object detection and instance segmentation.
Launch: YOLOv8 Models on Roboflow UniversePre-trained YOLOv8 models are available on Roboflow Universe- Track and Count Objects Using YOLOv8You will be able to build a reusable script that you can successfully apply to count and track objects in your computer vision project.
