• 5 min read
How I Used Synthetic Data with Unity Perception to Minimize Annotation Time
Learn how a Roboflow user used synthetic data to minimize annotation time for a breadboard project.
• 10 min read
Speculating on How GPT-4 Changes Computer Vision
OpenAI released GPT-4 showcasing strong multi-modal general AI capabilities in addition to impressive logical reasoning capability. Are general models going to obviate the need to label images and train models?
• 17 min read
Getting Started with Roboflow
Roboflow eliminates boilerplate code when building object detection models.
Get started with an example.
• 3 min read
Announcing the Roboflow SXSW Scavenger Hunt
Play the computer vision-powered Roboflow SXSW Scavenger Hunt for a chance to earn a $1,000 prize.
• 6 min read
Represent Chess Boards Digitally with Computer Vision
In this guide, learn how Shai Nisan used computer vision to translate a photo of a chess board into FEN notation.
• 4 min read
How to Code Non-Maximum Suppression (NMS) in Plain NumPy
Double Detection in Computer Vision
If you’ve been working with object detection long enough, you’ve undoubtedly encountered the problem of double detection. For some reason, the model detects the same object multiple times on the same image. This is particularly inconvenient if you want to build more advanced
• 8 min read
Roboflow Changelog: February 2023
Each month, we share a recap of product and company updates. In this post, we detail Roboflow's updates from February 2023.
• 4 min read
Building a Computer Vision Assisted Pill Inspection System
This project creates a system to automatically detect damaged pills, foreign matter, and incorrect pills during a manufacturing process. Wrong or damaged pills making their way to consumers can lead to health hazards, recalls, loss of sales, and reputation damage.
For this tutorial, we will focus on the final examination
• 5 min read
Generate Image Augmentations with Roboflow
In this guide, you'll learn how to generate augmented images for your dataset on the Roboflow platform.
• 5 min read
How to Use the Roboflow Fish Detection API
In this guide, we show how to use the Roboflow fish detection API to identify fish in image assets.
• 7 min read
How to Send Roboflow Model Predictions to Zapier Webhooks
In this guide, we show how to send prediction data from a Roboflow model to Zapier via webhooks.
• 5 min read
How to Use the Roboflow Bird Detection API
Learn how to use the Roboflow bird detection API to identify different species of birds.
• 6 min read
How to Use the Roboflow People Detection API
Learn how to use the Roboflow people detection API to identify the locations of people in an image.
• 6 min read
How to Use the Roboflow License Plate Detection API
Learn how to use the Roboflow license plate detection API in production using a range of deployment options.
• 7 min read
YOLOv5 Object Detection with OpenVINO™ Toolkit
Learn how to use a YOLOv5 object detection model with the OpenVINO™ Toolkit.
• 4 min read
How to Crop Computer Vision Model Predictions
This article shows how to use cv2 to crop regions of interest in a computer vision project.
• 6 min read
Launch: Calculate Polygon Coordinates with PolygonZone
This guide shows how to use PolygonZone to draw polygons on an image and retrieve their coordinates for computer vision applications.
• 4 min read
How to Use Roboflow Models in CVAT
In this article, we show how to use public Roboflow models to speed up annotating in CVAT.
• 7 min read
How to Build a Stable Diffusion Image-to-Image Pipeline
In this article, we discuss how to build a Stable Diffusion image generation pipeline using SageMaker Studio Labs, Hugging Face, and Roboflow.
• 16 min read
What is a Convolutional Neural Network?
In this guide, we discuss what a Convolutional Neural Network (CNN) is, how they work, and discuss various different applications of CNNs in computer vision models.
• 13 min read
What is a Transformer?
In this guide, we explore what Transformers are, why Transformers are so important in computer vision, and how they work.
• 6 min read
Deploy Models from Roboflow with the Luxonis DepthAI SDK
The new Luxonis DepthAI SDK Roboflow Integration gives users the option to deploy Roboflow models to OAK devices with more functionality and out-of-the-box options for customization of inferences.
• 6 min read
Roboflow Changelog: January 2023
Each month, we share a recap of product and company updates. In this post, we detail Roboflow's updates from January 2023.
• 4 min read
Track and Count Objects Using YOLOv8
Counting moving objects is one of the most popular use cases in computer vision. It is used, among other things, in traffic analysis and as part of the automation of manufacturing processes. That is why understanding how to do it well is crucial for any CV engineer.
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