• 7 min read
School Bus Detection Using YOLOv5 (Tutorial – Part 2)
Learn how to detect school buses using YOLOv5.
Blog
Trevor Lynn
Trevor leads Marketing at Roboflow. He focuses on sharing insights from Roboflow customers to inspire the broader AI community and help advance visual AI.
Latest Posts by Trevor Lynn
• 4 min read
Launch: Semantic Segmentation for Labeling, Training, Deployment
Roboflow now supports semantic segmentation projects end-to-end allowing you to use Roboflow Annotate to label data, Roboflow Train to build models, and Roboflow Deploy for inference.
This release, alongside support of instance segmentation, offers users an additional image segmentation project type to build computer vision pipelines with Roboflow.
What is
• 3 min read
Launch: Cloning Images from Open Source Datasets
Since its launch in August 2021, Roboflow Universe has become the largest collection of open source datasets and pre-trained computer vision models. Our goal is to democratize access to computer vision and when it comes to building vision applications, gathering data for training vision models is extremely time consuming.
Starting
• 2 min read
Roboflow Joins AWS Global Startup Program and Becomes AWS ISV Accelerate Partner
Roboflow is on a mission to democratize computer vision and Amazon Web Services (AWS) powers Roboflow’s model pipeline, which allows us to put computer vision into the hands of all developers. Roboflow is available in the AWS Marketplace and committed to serving enterprise customers alongside AWS to deliver best-in-class
• 3 min read
Launch: Use YouTube Videos for Training Data and Inference Testing
When building a computer vision application from scratch, two of the most time consuming parts of the process are finding data to train the model and quickly testing the performance of the model.
As of today, Roboflow is making that easier for all users by supporting YouTube video links for
• 3 min read
Launch: Smart Polygon Labeling
Roboflow Annotate now offers automated polygon labeling for all users. With as few as one click, you can apply a polygon annotation to objects in your datasets.
Polygon annotations are critical to prepare datasets for training instance segmentation or semantic segmentation models and can often improve model accuracy when used
• 9 min read
How to Train YOLOv5 Instance Segmentation on a Custom Dataset
Learn how to train a YOLOv5 instance segmentation model on a custom dataset.
• 2 min read
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, making it easier to purchase for AWS customers.
With 100,000+ developers and over half the fortune 100 using Roboflow, many of our users rely on
• 7 min read
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 containing common objects in their natural context" and contains image annotations in 91 categories, with over 1.5 million object instances.
People have
• 8 min read
How to Train YOLOv5-Classification on a Custom Dataset
Learn how to train a YOLOv5 classification model on a custom dataset.
• 6 min read
Launch: Dataset Search
Learn how to search image datasets using Roboflow.
• 1 min read
What is TensorFlow Lite?
TensorFlow Lite, often referred to as TFLite, is an open source library developed by Google for deploying machine learning models to edge devices. Examples of edge deployments would be mobile (iOS/Android), embedded, and on-device. You can use TFLite for natural language processing, computer vision, or any machine learning model
• 3 min read
Launch: Search Datasets and Assign Jobs
Roboflow Annotate has been used to label over 66 million images and as teams collaborate to manage large datasets, it’s important to find the right data for labeling and improving your model.
Teams using active learning to bring real world data back into their training pipeline need a way
• 1 min read
What is TensorFlow?
Learn what TensorFlow is and how it can be used for computer vision.
• 4 min read
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 products for free with a Public plan. Universe now has 90,000+ datasets with 66+ million images available for building computer vision models and
• 1 min read
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 framework which is how you use NVIDIA GPUs for general purpose computing tasks. High performance GPU acceleration is helpful for machine learning tasks because it it
• 3 min read
Launch: Label Only Role-based Access Control
Roboflow Annotate has been used to label over 66 million images and teams have been able to label more images with our recent release of collaborative workflows for managing labeling in real-time across distributed teams. Market researchers believe that by 2028, $8 billion USD per year will be spent labeling
Stay Connected