Dataset annotation is better with teams: you can move more quickly, keep
everyone on the same page, track annotation progress, and easier provide
examples of what the ultimate dataset should
Object detection technology advances with the release of Scaled-YOLOv4. This blog is written to help you apply Scaled-YOLOv4 to your custom object detection task, to detect any object in the world, given the right training data.
Since we launched Roboflow [https://roboflow.com] in early 2020, our vision has
always been to improve and streamline the workflow of computer vision projects
so that developers can focus
After reading this post, you should have a good understanding of computer vision without a strong technical background and you should know the steps needed to solve a computer vision problem.
Computer Vision (and Machine Learning in general) is one of those fields that can seem hard to approach because there are so many industry-specific words (or common words used in novel ways) that it can feel a bit like you're trying to learn a new language when you're trying to get started.
In this post, we will demystify the label map by discussing the role that it plays in the computer vision annotation process. Then we will get hands on with some real life examples using a label map.
Annotating your images is easy using the free, open source VGG Image Annotator.
In this post we will walk through the steps necessary to get up and running with
the
In this post, we walk through how to train an end to end custom mobile object detection model. We will use the state of the art YOLOv4 tiny Darknet model
This guide will take you the long distance from unlabeled images to a working computer vision model deployed and inferencing live at 15FPS on the affordable and scalable Luxonis OpenCV AI Kit (OAK) device.
Until now, there has been little independent research published on the performance of AutoML tools - (both relative to each other and against state of the art open source models)
A question we often get is "How is Roboflow different from Scale?" The truth is,
Roboflow works great in conjunction with outsourced labeling services like Scale
[https://scale.