Computer Vision

26 Aug 2025 • 11 min read

Build Computer Vision Applications with LLMs and Roboflow

Large language models and Roboflow make it possible to build computer vision apps in hours. This guide shows how to use LLM coding assistants with Roboflow’s API and Universe models to create and deploy vision AI apps.

26 Aug 2025 • 9 min read

How to Fine-Tune Qwen2.5-VL with a Custom Dataset

Learn how to fine-tune Qwen2.5-VL for document processing using a custom dataset.

25 Aug 2025 • 4 min read

Beyond Chatbots: Grow Your Business with Vision AI

AI is key for growth, but the path to success isn’t always obvious. Use our framework to identify strategic vision AI opportunities, design impactful solutions, and successfully deliver a return on investment.

25 Aug 2025 • 18 min read

Pre‑Trained Models in Deep Learning

Understand what are pre-trained models, explore top pre-trained models, and learn how to easily use pre-trained models in Roboflow Workflows.

25 Aug 2025 • 9 min read

How to Use Roboflow CoreML Models and ESP32 Hardware for IoT

Learn how to use CoreML models trained on Roboflow to control hardware devices with an ESP32 device.

21 Aug 2025 • 5 min read

How to Train YOLO11 Instance Segmentation on a Custom Dataset

Learn how to train a YOLO11 instance segmentation model with Roboflow.

21 Aug 2025 • 8 min read

How to Use Your Current Cameras for AI

You don’t need expensive new cameras to start using AI. With Roboflow, you can connect existing IP, CCTV, or even smartphone cameras to powerful computer vision workflows - saving costs, simplifying integration, and unlocking real-time insights.

21 Aug 2025 • 20 min read

AI-Powered Shelf Price Verification: Matching Labels to POS Data

Manual shelf audits are slow, error-prone, and expensive. Learn how to automatically detect shelf labels, verify prices against POS systems, and catch costly discrepancies in real time.

21 Aug 2025 • 2 min read

Roboflow Joins Microsoft's Pegasus Partnership Program

We are excited to announce Roboflow has joined Microsoft's Pegasus Program.  The Pegasus Program is an invite-only initiative that provides industry-leading businesses with a deep partnership across Microsoft’s go-to-market and technical teams. Roboflow is on the exclusive list of companies closely partnering with Microsoft to drive the

18 Aug 2025 • 17 min read

Top 10 Multimodal Datasets

This blog covers top 10 multimodal dataset and where to find multimodal dataset. You will also learn about importance of multimodal dataset in computer vision and tips for using the dataset.

15 Aug 2025 • 7 min read

How to Import Voxel51 Datasets into Roboflow

Learn how to take a dataset from Voxel51 into Roboflow, train an RF-DETR model, and deploy it to the cloud, private servers, or edge devices. This step-by-step guide walks you through dataset conversion, model training, workflow testing, and real-world integration.

13 Aug 2025 • 8 min read

Use Roboflow and n8n to Automate Image Sorting

Detect humans in images and automatically sort them into the right Google Drive folders using Roboflow’s vision models and n8n automation. This step-by-step guide walks you through training a model, setting up an API workflow, and building a fully automated sorting system without complex coding.

13 Aug 2025 • 14 min read

What Is Neural Architecture Search?

In this blog you will understand what is Neural Architecture Search (NAS), main components of NAS systems, How NAS works, what are the types of search spaces and strategies in NAS and why NAS is useful.

13 Aug 2025 • 8 min read

How to Import Label Studio Datasets to Roboflow

Learn how to take a dataset from Label Studio into Roboflow, train an RF-DETR model, and deploy it to the cloud, private servers, or edge devices. This step-by-step guide walks you through dataset conversion, model training, workflow testing, and real-world integration.

11 Aug 2025 • 16 min read

AI-Powered Invoice Analysis for Detecting Price Markups

Automate invoice reviews with AI-powered price checks. Learn how to build a Roboflow workflow that reads invoices, compares each line item to real-time market prices, and flags overcharges so you can cut costs and speed up procurement.

8 Aug 2025 • 5 min read

Reflections on GPT-5 Vision Capabilities

Roboflow's reflections on using GPT-5 for computer vision tasks.

8 Aug 2025 • 15 min read

Object Counting with Computer Vision

Understand what is object counting in computer vision, challenges in object counting, real-world use-cases of object counting and learn how to perform object counting in image and video.

8 Aug 2025 • 4 min read

How to use YOLOE for Zero-Shot Object Detection & Segmentation

In computer vision, few model families have made as big an impact as YOLO. Originally designed for fast and accurate object detection, the YOLO architecture has evolved rapidly, now supporting both complex detection and segmentation tasks. With the rise of YOLOE and other enhanced variants, it's now easier

7 Aug 2025 • 8 min read

How to Import Supervisely Datasets to Roboflow

Learn how to import datasets from Supervisely into Roboflow, train a YOLOv11 model, and deploy it to the cloud or edge. See how to convert annotations, fine-tune your model, and build production-ready vision workflows.

5 Aug 2025 • 19 min read

Automated Body Measurement with Computer Vision

Learn how to build a real-time body measurement app using computer vision. This guide walks through detecting 17 key body points, and calculating measurements like height, arm span, and shoulder width from a single image.

4 Aug 2025 • 13 min read

Real-Time PCB Defect Detection with Computer Vision

Learn how to build a real-time PCB defect detection system using Roboflow and Python. This step-by-step guide shows how to train a custom model, create an automated inspection workflow, and display results in a sleek, operator-friendly GUI.

4 Aug 2025 • 9 min read

Automate Image Background Blurring Using SAM 2

Learn how to build an automated background blurring workflow using Roboflow and SAM 2, Meta’s state-of-the-art segmentation model. This guide walks through every step.

4 Aug 2025 • 8 min read

How to Create a YOLOv11 Android App

Adding vision AI capabilities to your Android app is possible by deploying a custom YOLOv11 model on your device. Object detection models allow you to create lots of useful features like counting, measurement, reading text, and classification. In this guide, you'll learn how to create a custom YOLOv11

1 Aug 2025 • 4 min read

Launch: Verified Model Metrics

Selecting the right computer vision model for production starts with accurately measuring and comparing model performance. Evaluation metrics quantify a model’s capabilities, helping teams make informed decisions and choose models suited for real-world use. Among the many metrics available, Mean Average Precision (mAP) is a leading metric because it