• 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.
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
• 2 min read
Roboflow now available in the AWS Marketplace
Roboflow’s end-to-end computer vision platform [https://roboflow.com/] is
transforming the way businesses use computer vision and now you can get
Roboflow
through the AWS Marketplace
[https://aws.amazon.com/marketplace/pp/prodview-ic7o6cr7dmp3k?sr=0-1&ref_=beagle&applicationId=AWSMPContessa]
, making it easier to purchase for AWS customers.
• 7 min read
WTF COCO - The Weird Images that Underpin Modern Computer Vision Models
COCO [https://blog.roboflow.com/coco-dataset/] 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
• 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 [https://www.tensorflow.org/lite], often referred to as TFLite,
is an open source library developed by Google
[https://developers.googleblog.com/2017/11/announcing-tensorflow-lite.html] for
deploying machine learning models to edge devices. Examples of edge deployments
would be mobile (iOS/Android), embedded, and on-device. You can
• 3 min read
Launch: Search Datasets and Assign Jobs
Roboflow Annotate [https://docs.roboflow.com/annotate] has been used to label
over 66 million images and as teams collaborate to manage large datasets
[https://blog.roboflow.com/annotation-workflow/], it’s important to find the
right data for labeling and improving your model.
Teams using active learning [https://blog.roboflow.
• 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 [https://universe.roboflow.com/] launched in August 2021 with
50 open source datasets and opened our computer vision infrastructure products
for free with a Public plan [https://roboflow.com/pricing]. Universe now has
90,000+ datasets with 66+ million
• 1 min read
What is cuDNN?
NVIDIA CUDA Deep Neural Network (cuDNN) is a GPU-accelerated library of
primitives for deep neural networks. cuDNN [https://developer.nvidia.com/cudnn]
is built on top of the CUDA [https://blog.roboflow.com/what-is-cuda/] framework
which is how you use NVIDIA GPUs for general purpose computing tasks. High
performance GPU
• 3 min read
Launch: Label Only Role-based Access Control
Roboflow Annotate [https://roboflow.com/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
[https://blog.roboflow.com/annotation-workflow/] for managing labeling in
real-time across distributed teams. Market researchers believe that by 2028,
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