• 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
Transformer Architecture: 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.
• 6 min read
How to Deploy YOLOv5 Models with Roboflow
In this article, learn how to deploy a computer vision model using custom YOLOv5 weights to Roboflow.
• 7 min read
How to Save Computer Vision Predictions to a Google Sheet
In this guide, we walk through how to save predictions from a computer vision model to a Google Sheet.
• 8 min read
How to Deploy a YOLOv8 Model Using Roboflow and Repl.it
In this guide, we walk through how to train and deploy a YOLOv8 model using Roboflow, Google Colab, and Repl.it.
• 4 min read
How to Count Objects in an Image Using Python
In this article, we show how to count occurrences of objects in an image using Python.
• 6 min read
Narrate the Contents of a Room with Computer Vision
In this guide, learn how to use text-to-speech with computer vision models to narrate the objects in a room.
• 8 min read
How to Deploy a YOLOv8 Model to a Raspberry Pi
In this article, you'll learn how to deploy a YOLOv8 model onto a Raspberry Pi.
• 4 min read
How to Blur a Bounding Box in Python
Consider a scenario where you are building a model to detect cars on a street. If a car is parked on a street designated with no parking, you want to take a photo so that you can track the license plate of the car.
But, taking a photo would include
• 3 min read
How to Draw a Bounding Box Prediction Label with Python
In this article, we show how to use the cv2 library to draw bounding box prediction labels in Python.
• 4 min read
Recap: Roboflow's 12 Days of #Shipmas
Team Roboflow decided to end 2022 strong and kick off 2023 with a bang by shipping 12 new features in 12 days. Updates were made to model-assisted labeling, model training, annotation tools, the REST API, Python SDK, and more.
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