Roboflow + YOLOv5
You can deploy models using custom-trained YOLOv5 weights using Roboflow.
With Roboflow and YOLOv5, you can:
- Annotate datasets in Roboflow for use in YOLOv5 models;
- Pre-process and generate image augmentations for a project;
- Train a custom YOLOv5 model using the Roboflow custom training notebook;
- Export datasets from Roboflow for use in a YOLOv5 model;
- Upload custom YOLOv5 weights for deployment on Roboflow's infinitely-scalable infrastructure;
- And more.
Guides
13 on the blog
How to Deploy YOLOv5 Models with RoboflowIn this article, learn how to deploy a computer vision model using custom YOLOv5 weights to Roboflow.
Deploy YOLOv5 to Jetson Xavier NX at 30FPSIn this post, our edge AI model for object detection is YOLOv5s and our selected hardware is the Jetson NX.
How to Train YOLOv5 On a Custom DatasetIn this post, we will walk through how you can train YOLOv5 to recognize your custom objects for your custom use case.
Retail Store Item Detection using YOLOv5
School Bus Object Detection Using YOLOv5Learn how to train YOLOv5 to detect a school bus using Roboflow and CometML
How to Train YOLOv5-Classification on a Custom DatasetThis blog will walk through how to train YOLOv5 for Classification on a custom dataset.
How to Train YOLOv5 Instance Segmentation with Custom DataThis blog will walk through how to train YOLOv5 for instance segmentation on a custom dataset.
Responding to the Controversy about YOLOv5
Show all 13 guidesShow fewer
YOLOv5 for Oriented Object DetectionOriented bounding boxes are bounding boxes rotated to better fit the objects represented on an angle. Follow this guide to learn more.
What is YOLOv5? A Guide for Beginners.YOLOv5 derives most of its performance improvement from PyTorch training procedures, while the model architecture remains close to YOLOv4.
YOLOv5 is Here: State-of-the-Art Object Detection at 140 FPSLess than 50 days after the release YOLOv4, YOLOv5 improves state-of-the-art for realtime object detection.
Roboflow and Ultralytics Partner to Streamline YOLOv5 MLOps
YOLOv5 - Complete Guide and OverviewWith the v6.0 release, YOLOv5 further solidifies its position as the leading object detection model and open source repository.
