• 8 min read
How Computer Vision Is Reshaping The Restaurant Industry
Learn how computer vision can be used to improve efficiency in the restaurant industry.
• 7 min read
Use Gemini 2.5 for Zero-Shot Object Detection & Segmentation
Learn how to use Gemini 2.5 for zero-shot object detection and segmentation.
• 5 min read
How to Make a Heatmap with Computer Vision
This guide walks you through building a computer vision-powered heatmap using Roboflow. We'll use the example of mapping my dog’s movement in my apartment - from collecting video data to generating the heatmap by sending data from the workflows directly into a custom Python script.
• 30 min read
AI in Robotics
This blog explores how AI powers modern robotics, from core technologies like computer vision,NLP and ML to real-world robots, models, and projects, revealing how intelligent machines are transforming industry and society.
• 19 min read
Comprehensive Guide to Multiple Object Tracking
Multiple Object Tracking (MOT) represents one of the most challenging and practically significant problems in computer vision.
• 8 min read
Comparing Base and Fine-Tuned SmolVLM2 for OCR
In this guide, we will walk through how to fine-tune SmolVLM2 for OCR.
• 14 min read
OCR Use Cases: Practical Workflows & Implementation Tips
Explore three high-ROI OCR use cases: Document Automation, ID Verification, and Logistics backed by live pipelines and metrics.
• 4 min read
Use Roboflow Workflows to Collect and Preprocess Image Training Data
Learn how to use Roboflow Workflows to collect and preprocess image training data for use in building a vision model.
• 28 min read
Best Computer Vision Companies
Learn about different computer vision companies and the services they are offering. Learn how to quickly get started with Roboflow, Google Vision AI, Amazon Sagemaker and Microsoft Azure AI.
• 26 min read
Best Data Annotation Platforms
Learn about different data annotation platforms such as Roboflow, Autodistill, CVAT, LabelMe, VGG, RectLabel, HumanSignal (Label Studio) and how to annotate data using them.
• 9 min read
Creating a Cutting Safety Tool with Keypoint Detection
Learn how to create a tool that monitors for potentially hazardous posture when cutting food in the kitchen.
• 36 min read
Ultimate Guide to Albumentations
Understand what is Albumentations library and learn how to use it for image augmentation with code examples.
• 6 min read
How to Deploy RF-DETR to an NVIDIA Jetson
Learn how to deploy RF-DETR to a Roboflow Jetson.
• 21 min read
Video Annotation: Get Started Guide
Understand video annotation using Roboflow and learn how to annotate video dataset using Roboflow and best practices for video annotation.
• 4 min read
What Is ResNet-18?
ResNet-18 remains one of the most practical and influential models in deep learning, especially in image classification.
• 3 min read
Roboflow Powers AI Progress with $1M+ in Research Support
Excited to share a new milestone today: we just passed $1M+ in credits given to researchers and academics who use Roboflow. This isn’t a future initiative we’re planning or one that starts today. We’ve been deeply invested in supporting new work by students, academics and researchers for
• 19 min read
YOLO Object Detection: An Introduction
Understand what is YOLO for object detection, how it works, what are different YOLO models and learn how to use YOLO with Roboflow.
• 15 min read
What Is Image Recognition? Algorithms and Applications
Understand what image recognition is and learn how to build intelligent image recognition applications using Roboflow Workflows, from identifying and counting objects and recognizing hand gestures to leveraging vision-language models for identifying and locating objects in images.
• 14 min read
Gesture Recognition Applications with Vision AI
Imagine controlling your computer with a simple wave of your hand–no mouse, no keyboard, just intuitive gestures. Well, with Roboflow’s computer vision and object detection capabilities, it's now easier than ever to build a tool to effectively control your OS with nothing but your hands.
• 6 min read
The Ultimate Guide to PyTorch for Computer Vision
PyTorch supports the entire machine learning lifecycle from model building and training to deployment and performance optimization. It offers native support for GPU acceleration and seamless integration with the Python data science stack.
• 12 min read
Fault Detection of IoT Time-Series Data using Roboflow and Multi-Channel Gramian Angular Difference Fields
Learn how to use Gramian Angular Difference Fields to transform IoT sensor data for use in training a computer vision classification model.
• 15 min read
AI Image Analysis
Understand what is AI image analysis and how to perform it using Roboflow Workflows.
• 10 min read
SORT Explained: Real-Time Object Tracking in Python
blog post explains how to use the SORT object tracking algorithm for real-time tracking in computer vision projects, highlighting its lightweight, efficient design and easy implementation with the Trackers library in Python.
• 12 min read
What Is Transfer Learning?
Learn what transfer learning is and how it is used in computer vision.
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