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Contributing Writer

Latest Posts by Contributing Writer

Open-Vocabulary Object Detection Using Qwen3-VL in Google Colab

26 Jan 2026 • 9 min read

Open-Vocabulary Object Detection Using Qwen3-VL in Google Colab

See how to run Qwen3-VL in Google Colab to build a prompt-driven detection pipeline that turns “find a yellow taxi” into structured, production-ready results.

How to Use Qwen3-VL in Roboflow

21 Jan 2026 • 6 min read

How to Use Qwen3-VL in Roboflow

In this guide, build an image-understanding workflow in Roboflow that turns Qwen3-VL into a production-ready vision agent you can run via API or on your own GPU.

best visual assembly verification with computer vision AI

20 Jan 2026 • 6 min read

Visual Assembly Verification with Computer Vision

Manufacturers need to know that items are assembled correctly. This guide shows how to build visual assembly verification that compares products to a reference image and returns a clear pass/fail verdict with exactly what’s wrong.

Expiration Date Inspection: How to Use Gemini + Roboflow for USDA compliance

16 Jan 2026 • 4 min read

Expiration Date Inspection: How to Use Gemini + Roboflow

Build a computer vision workflow that reads date codes in any format, uses Gemini to understand what they mean, and turns grocery photos into clean, structured expiry data with Roboflow Workflows.

How to use Depth Anything 3 for Depth Estimation

14 Jan 2026 • 7 min read

Depth Anything 3 for Depth Estimation

In this guide, learn what makes DA3 different, where it shines, and how to build a working depth estimation pipeline in Roboflow Workflows that generates real 3D insight in minutes.

What is YOLO26? An Introduction

14 Jan 2026 • 4 min read

What is YOLO26? An Introduction

YOLO26 brings faster CPU inference, small-object accuracy, and edge optimization to the YOLO family. See how it stacks up against today’s leading computer vision models.

How to Automate on Shelf Availability with AI

12 Jan 2026 • 7 min read

How to Automate on Shelf Availability with Vision AI

In this tutorial, you’ll build a complete system that detects empty shelf facings, deploys a model in Roboflow, and turns every detection into an actionable Slack alert with shelf context and visual proof.

How do I detect very small or subtle defects that are hard to see?

31 Dec 2025 • 7 min read

Small Defect Detection with Computer Vision

Detecting small, subtle defects is one of the hardest problems in computer vision, and one of the most common in the real world. Learn how to spot cracks, scratches, and surface damage using smart data collection, fast annotation with SAM3, and sliced inference with SAHI.

SAM 3 and Synthetic Augmentation

31 Dec 2025 • 10 min read

How to Grow Small Vision Datasets with SAM 3 and Synthetic Augmentation

Traditional image augmentation can make datasets bigger without making models better. In this tutorial, we show how to use SAM 3 to generate clean instance segmentation masks, apply segmentation-aware augmentation in Roboflow, and measure whether those changes actually improve model performance.

Try Gemini 3 Pro from Google

31 Dec 2025 • 7 min read

Try Gemini 3 Pro From Google

Learn how Gemini 3 Pro sets new vision benchmarks. Then try and compare it against other top vision models using Roboflow Playground.

Vision AI Agents

30 Dec 2025 • 11 min read

Vision Agents

This hands-on guide shows how to use Gemini 3 Pro and Roboflow Workflows to build Vision AI Agents.

How to Build and Run an Aimbot

16 Dec 2025 • 5 min read

How to Build and Run an Aimbot

Learn how to build and run an aimbot using computer vision.

How to detect vehicles, classify dock occupancy with computer vision

11 Dec 2025 • 8 min read

Dock Door Utilization Tracking with Vision AI

Learn how to detect occupied vs. empty docks, read door numbers with OCR, and export clean JSON and CSV for real-world time and usage studies.

AI for Aerial Imagery: RF-DETR delivers best in class speed

10 Dec 2025 • 14 min read

AI for Aerial Imagery: RF-DETR Delivers Best-in-Class Speed and Accuracy

Learn how models like RF-DETR deliver better accuracy when analyzing aerial imagery, and find out how computer vision is transforming operations across various sectors, including energy, industrial infrastructure, and defense.

Vibe code a vision App with Roboflow and Claude

10 Dec 2025 • 10 min read

How to Build a Vision App with Claude and Roboflow

Turn simple detections into intelligent, automated systems. Learn how to build a real-world vision workflow using Roboflow and Claude 4.5 Sonnet to track objects on a conveyor belt and store results in a live database.

How to Fine-Tune Claude 3.7 Sonnet for computer vision

10 Dec 2025 • 5 min read

How to Fine-Tune Claude 3.7 Sonnet With Roboflow

Claude 3.7 Sonnet is one of the most powerful multimodal models for visual reasoning, and now you can customize it for your use case with Roboflow Workflows. Learn how to fine-tune Sonnet for structured JSON outputs and deploy a production-ready visual Q&A tool.

Best Defect Detection Algorithms for Manufacturing

10 Dec 2025 • 17 min read

Best Defect Detection Algorithms for Manufacturing

This guide breaks down the best defect detection algorithms for manufacturing and shows why instance segmentation is now the standard for high-precision quality control.

No-Code and Low-Code Computer Vision Tools & Platforms

1 Dec 2025 • 7 min read

No-Code Computer Vision Tools & Platforms: Beginner's Guide

Anyone can now build production-ready vision systems without writing a line of code. This guide breaks down the top no-code and low-code platforms, their strengths and tradeoffs, and how to choose the right one for your workflow.

Best Depth Estimation Models

13 Nov 2025 • 15 min read

Explore the Best Depth Estimation Models

Depth estimation gives machines a 3D understanding of the world. See today’s leading depth estimation models, and learn how to run Depth Anything V2 inside Roboflow Workflows.

What Is Image Segmentation?

12 Nov 2025 • 9 min read

What Is Image Segmentation?

In this guide, we break down image segmentation, explore key model types from semantic to panoptic, and show how to build high-accuracy segmentation workflows.

Best iOS Object Detection Models

10 Nov 2025 • 9 min read

Best iOS Object Detection Models

Explore the best iOS object detection models: RF-DETR, YOLO11, and MobileNet SSD. Learn how to train, quantize, and deploy vision AI on iOS.

Microsoft Azure AI Custom Vision Alternative Roboflow

7 Nov 2025 • 5 min read

Microsoft Azure AI Custom Vision Alternative: How to Migrate to Roboflow

This guide shows how to easily migrate from Azure Custom Vision to Roboflow.

Best Pose Estimation Models

6 Nov 2025 • 14 min read

Best Pose Estimation Models

Pose estimation is transforming how we understand human movement, powering everything from fitness tracking and sports analytics to healthcare rehabilitation. This guide explores the best pose estimation models, and shows how to deploy them efficiently across mobile, edge, and cloud environments.

How to Deliver Better Consumer Experiences with Vision AI

5 Nov 2025 • 4 min read

How to Deliver Better Consumer Experiences with Vision AI

Vision AI is transforming how drivers interact with their vehicles, turning static owner’s manuals into dynamic, camera-powered experiences. Learn how Ogily built the Audi Reader.

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