• 7 min read
YOLOv5 Object Detection with OpenVINO™ Toolkit
Learn how to use a YOLOv5 object detection model with the OpenVINO™ Toolkit.
Blog
Mark McQuade
AI and Data Obsessed. Fitness Fanatic. Tattoo Enthusiast.
Latest Posts by Mark McQuade
• 8 min read
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.
• 11 min read
Synthetic Data Generation with Stable Diffusion: A Guide
In this tutorial, we walk through how to generate images with Stable Diffusion for use in a computer vision model.
• 3 min read
Using AI to Count Calories from Photos with SnapCalorie
SUMMARY
SnapCalorie built a mobile app that photographs a meal and returns estimated calories, fat, carbs, and protein, a task that demands fast iteration on computer vision models as the food dataset grows. By adopting Roboflow Annotate for dataset management, labeling, annotation review, and model-assisted labeling, the team increased
• 7 min read
Accelerate PyTorch Models via OpenVINO™ Integration with Torch-ORT
SUMMARY
OpenVINO integration with Torch-ORT lets PyTorch developers run accelerated inference on Intel CPUs, integrated GPUs, and VPUs without changing their existing code structure, requiring only two additional lines of Python. This post benchmarks a custom-trained YOLOv7 model on a dataset from Roboflow Universe and shows roughly a
• 2 min read
Roboflow now available in the AWS Marketplace
SUMMARY
Roboflow is now available through the AWS Marketplace, letting AWS customers purchase the platform under consolidated billing and apply spend toward AWS Enterprise Development Program commitments. Available tiers include Roboflow Growth (25k source images, 100k generated images, 1,000 monthly API calls) and custom enterprise orders with added usage
• 6 min read
How to Use S3 in Your Computer Vision Pipeline
Learn how to use AWS S3 with Roboflow to store and process image data for use in training computer vision models.
• 9 min read
Train and Deploy YOLOS Transformer On a Custom Dataset
In this post, we showcase training and deploying YOLOS end to end, from labeling your data, to training your model, to deploying your model on AWS for inference.
• 3 min read
Roboflow Now Available in the Microsoft Azure Marketplace
SUMMARY
Roboflow is now listed in the Microsoft Azure Marketplace, giving Azure customers a direct path to purchase and integrate Roboflow's computer vision platform alongside their existing cloud infrastructure. Teams already storing images and video in Azure Blob Storage can connect that data to Roboflow's annotation,
• 4 min read
Boxing Punch Detection Using Computer Vision
One of the best parts about joining Roboflow is doing a computer vision project in your first 2 weeks. As someone who loves to workout, I wanted to focus my project on a fitness related use case. I often mix boxing workouts into my routine, and thought it would be
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