• 7 min read
How to Train a YOLOv8 Oriented Bounding Box (OBB) Model
Learn how to train a YOLOv8 Oriented Bounding Boxes model with a dataset labeled on Roboflow.
• 5 min read
Vision Tools: Using Computer and Machine Vision
Learn how to use computer and machine vision to improve efficiency on your manufacturing line.
• 4 min read
What is FFmpeg? A Guide for Computer Vision Tasks.
In this guide, we show how to install FFmpeg and use FFmpeg to convert videos between formats and split a video into frames for use in training a vision model.
• 6 min read
Launch: Active Learning with Roboflow
In this guide, learn how to use Roboflow's active learning features to improve performance of your computer vision models.
• 3 min read
How to Label Floor Plan Data for Computer Vision Models
In this guide, learn how to effectively label floor plan data for use in training computer vision models.
• 4 min read
Sports Data Annotation: How to Label Sports Data for Computer Vision Models
In this guide, we discuss tips on how to effectively label sports data for use in training computer vision models.
• 5 min read
What is Machine Vision?
In this guide, we discuss what machine vision is and how you can use machine vision for defect detection and product quality assurance.
• 8 min read
How to Train a Custom YOLOv8 Pose Estimation Model
In this guide, we walk through how to train a custom YOLOv8 pose estimation model with your own dataset.
• 7 min read
What is YOLOv6? The Ultimate Guide.
In this guide, we discuss what YOLOv6 is, how the model works, and the architectural improvements made in YOLOv6 over its predecessors.
• 7 min read
What is YOLOv7? A Complete Guide.
In this guide, we discuss what YOLOv7 is, how the model works, and the novel model architecture changes in YOLOv7.
• 5 min read
NeurIPS 2023 Papers Highlights
NeurIPS 2023, the conference and workshop on Neural Information Processing Systems, took place December 10th through 16th. The conference showcased the latest in machine learning and artificial intelligence. This year’s conference featured 3,584 papers that advance machine learning across many domains. NeurIPS announced the NeurIPS 2023 award-winning papers
• 5 min read
Detecting Complex and Amorphous Features of Marine Sponges
In this post, Andy Portalatin describes work done for his master's thesis toward detecting complex and amorphous features of marine sponges.
• 6 min read
Comparing Custom Models to Google Cloud Vision API
In this guide, we go over how to evaluate object detection models on Roboflow Universe versus Google Cloud Vision.
• 7 min read
How to Detect Objects with YOLOv8
Learn how to detect objects with YOLOv8 using pre-trained and custom-trained object detection models.
• 5 min read
What is Zero-Shot Classification?
Learn what zero-shot classification is, what zero-shot classification is used for, and how to use zero-shot classification to solve computer vision problems.
• 6 min read
What is an Image Embedding?
Learn what image embeddings are and explore four use cases for embeddings: classifying images and video, clustering images, and image search.
• 4 min read
DINO-GPT4-V: Use GPT-4V in a Two-Stage Detection Model
In this guide, we introduce DINO-GPT4V, a model that uses Grounding DINO to detect general objects and GPT-4V to refine labels.
• 6 min read
What is Keypoint Detection?
In this guide, we discuss what keypoint detection is, common architectures used for keypoint detection, and the high-level steps to build a keypoint detection model.
• 6 min read
Launch: Roboflow Logistics Pre-trained Object Detection Model
The Roboflow Logistics Model, trained on 99,238 images across 20 classes, offers a domain-specific advantage for logistics vision use cases.
• 4 min read
Comparing Computer Vision Models On Custom Data
In this guide, show how to compare how two person detection models on Roboflow Universe perform using a benchmark dataset and supervision.
• 5 min read
How to Use FastViT
In this guide, we talk about what FastViT is and show how to experiment with FastViT using the autodistill-fastvit wrapper.
• 7 min read
Train a Computer Vision Model with AWS Rekognition Custom Labels
In this guide, you will learn how to train a computer vision model using AWS Rekognition Custom Labels.
• 6 min read
Label a Computer Vision Dataset with Azure Custom Vision
In this guide, you will learn how to label a dataset in Azure Custom Vision for use in training a computer vision model.
• 8 min read
Train a Computer Vision Model with Azure Custom Vision
In this guide, you will learn how to train a computer vision model using Azure Custom Vision.
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