Latest Posts

Launch: Roboflow Video Inference API

In this post, we introduce the Roboflow Video Inference API, a hosted solution for running fine-tuned and foundation models on videos.

What is Optical Character Recognition (OCR)?

Learn what Optical Character Recognition is, what problems can be solved with OCR, and explore the approaches used by OCR algorithms to identify characters.

What is Object Recognition?

In this guide, we discuss what object recognition is, how it works, and how to start using object recognition to solve problems.

What is Retrieval Augmented Generation?

Learn what Retrieval Augmented Generation (RAG) is, how it works, and how RAG can be used in computer vision applications.

What is Zero-Shot Classification?

Learn what zero-shot classification is, what zero-shot classification is used for, and how to use zero-shot classification to solve computer vision problems.

What is an Image Embedding?

Learn what image embeddings are and explore four use cases for embeddings: classifying images and video, clustering images, and image search.

What is Zero-Shot Object Detection?

Learn what zero-shot object detection is, applications for zero-shot object detection, and how to get started with Grounding DINO, a zero-shot model.

How to Use Roboflow with GPT-4 Vision

Explore ways you can use Roboflow with GPT-4 Vision to solve computer vision problems.

Distilling GPT-4 for Classification with an API

In this guide, learn how to distill GPT-4V to train an image classification model.

DINO-GPT4-V: Use GPT-4V in a Two-Stage Detection Model

In this guide, we introduce DINO-GPT4V, a model that uses Grounding DINO to detect general objects and GPT-4V to refine labels.

How CLIP and GPT-4V Compare for Classification

In this post, we analyze how CLIP and GPT-4V compare for classification.

Experiments with GPT-4V for Object Detection

See our experiments that explore GPT-4V's object detection capabilities.

How to Use MetaCLIP

Learn what MetaCLIP is, how the model performs on benchmarks, and how to use MetaCLIP.

How to Provide Detailed Labeling Instructions to Outsourced Labelers

In this guide, we walk through a few tips and best practices showing how to provide detailed, useful labeling instructions to outsourced labelers.

How to Detect Text in Images with OCR

This guide shows how to use the Roboflow OCR API as part of a two-stage detection system that identifies regions of interest and reads text in them.

How to Detect Segments in Videos with Computer Vision

Learn how to detect segments in videos using and an interactive web tool powered by the cLIP computer vision model.

What is Keypoint Detection?

In this guide, we discuss what keypoint detection is, common architectures used for keypoint detection, and the high-level steps to build a keypoint detection model.

Launch: Advanced Dataset Search Filters, Operators, and Logic

Learn how to use the new advanced dataset search filters, operators, and logic available in the Roboflow dataset management tool.

Launch: Roboflow Logistics Pre-trained Object Detection Model

Starting a machine learning model from zero is computationally expensive and time-consuming. Pre-trained models solve this by offering a jump-start: they come with learned features from extensive training on large

Comparing Computer Vision Models On Custom Data

In this guide, show how to compare how two person detection models on Roboflow Universe perform using a benchmark dataset and supervision.

How to Use FastViT

In this guide, we talk about what FastViT is and show how to experiment with FastViT using the autodistill-fastvit wrapper.

Using the Roboflow License Server

In this guide, learn what the Roboflow License Server is, how it works with Inference, and why you may want to use the server.

How to Run Computer Vision Models on RTSP Streams

Learn how to run computer vision models on frames from an RTSP camera.

GPT-4 Vision Prompt Injection

In this article, we explore what prompt injection is and the techniques people have been using to perform prompt injection attacks on GPT-4.

Launch: Roboflow Inference Server CLI

In this guide, you’ll learn how to use the new Roboflow Inference command-line tool to start an inference server on your machine and run inference locally.