Introducing the 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

Roboflow Computer Vision Models on Intel® 4th Generation Xeon Processors

With the rise of large language models (LLM’s), people often forget about the vast, important world of computer vision. This world is evolving at an unprecedented pace, driven by

How to Use Computer Vision to Monitor Inventory

Real-time insights extracted from video streams can drastically improve efficiency for how industries operate. One high-impact application of this is in inventory management. Whether you’re a factory manager looking

Floor Plan Analysis with Computer Vision

This article was contributed to the Roboflow blog by Abirami Vina. Introduction A floor plan is a detailed architectural drawing that represents a two-dimensional layout of a building or space

Using Apple Vision Pro and visionOS with Computer Vision

On June 5th, 2023, at WWDC, Apple announced their biggest combination of hardware and software in years. The “one more thing” announcement this year – wherein Apple announces a product toward

Automated Computer Vision Inspection of Physical Pipelines

In this guide, we show how to identify various types of pipeline defects using computer vision.

Roboflow Community Passes 200k Open Source Datasets

Roboflow’s mission is to democratize access to computer vision. We aim to actively help accelerate the world toward a future where everyone can build with computer vision. As a

How to Code Non-Maximum Suppression (NMS) in Plain NumPy

Double Detection in Computer Vision If you’ve been working with object detection long enough, you’ve undoubtedly encountered the problem of double detection. For some reason, the model detects

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.

Roboflow Collaborates with Intel to Deliver Next Generation Computer Vision Pipeline for Enterprises

Roboflow joined the Intel Disruptor Initiative to push the limits of innovation in real-world computer vision applications. Roboflow and Intel are working together to democratize access to computer vision by

How Artificial Intelligence is Influencing Video Production

In this article, learn how Artificial Intelligence is and could create more powerful tools for the video production industry to use.

Launch: Roboflow Notebooks Repo Integration with SageMaker Studio Labs

The Roboflow Notebooks GitHub repo [] contains over 20 open source computer vision notebooks with step-by-step guides on using 13 different computer vision model architectures. Along

Using Computer Vision to Save Sea Lions

What is causing the sea lion population to decrease? Is it illegal hunting? Is it shark and killer whale predation? Or maybe it’s overfishing, causing the sea lions to

Top 7 Sports Datasets for Computer Vision Projects

Computer vision and image processing are used widely in sports to significantly influence athletes and team performance. Implementing computer vision techniques is a turning point in the transformation and development

Top 6 Manufacturing Datasets for Computer Vision

Manufacturing is an industry that has found many successful use cases and applications for computer vision. Vision AI helps avoid increases worker safety, decreases human error, and saves time automating

Object Detection vs. Image Classification vs. Keypoint Detection

Computer vision is a diverse field of artificial intelligence that aims to detect and identify the contents of an image or a video. One of the common questions that most

Roboflow now available in the AWS Marketplace

Roboflow’s end-to-end computer vision platform [] is transforming the way businesses use computer vision and now you can get Roboflow through the AWS Marketplace [

WTF COCO - The Weird Images that Underpin Modern Computer Vision Models

COCO [] is an industry standard dataset for benchmarking the performance of object detection models. The dataset was created by "gathering images of complex everyday scenes

What is TensorFlow?

TensorFlow [] is Google's open source machine learning framework. They released it for the purposes of making it simpler and easier to implement machine learning models

Open source datasets and pre-trained models for computer vision

90,000 Datasets and 7,000 Pre-trained Models Available Roboflow Universe [] launched in August 2021 with 50 open source datasets and opened our computer vision infrastructure

What is cuDNN?

NVIDIA CUDA Deep Neural Network (cuDNN) is a GPU-accelerated library of primitives for deep neural networks. cuDNN [] is built on top of the CUDA [https:

Machine vision applications with wearable devices

Using machine vision in industry XR Tech [] is a UK based solutions provider for extended reality (XR) technologies, digital transformation, and automation in industry. XR Tech uses

Using Computer Vision to Accelerate Microbiology Research and Combat Antibiotic Resistance

Michael Shamash is a Master’s student in the Maurice Lab at Canada's McGill University. Michael used Roboflow to streamline the production of a model and iOS app for use in microbiology.

Using Computer Vision to Clean the World's Oceans

Global plastic production has exceeded 500 million tons. Moreover, estimates from the US Environmental Protection Agency []

How Atos Uses Computer Vision to Monitor Office Occupancy

Building & deploying a privacy-first model to the edge with Roboflow in 60 days The COVID-19 pandemic changed how and where we work. Fortunately, in some countries, the pandemic appears to