• 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.
• 4 min read
Use Cases for Computer Vision in Analytics
Learn how to use computer vision in your data analytics pipelines.
• 5 min read
How to Moderate Video Content
Learn how to use the Roboflow Video Inference API to moderate video content.
• 5 min read
How to Deploy Computer Vision Models Offline
In this guide, we walk through how to deploy computer vision models (i.e. YOLOv8) offline using Roboflow Inference.
• 4 min read
How to Blur People in Images and Videos with an API
In this guide, we show how to use the Roboflow Video Inference API and supervision to blur people in images and videos.
• 7 min read
Automatically Label Product SKUs with Autodistill
In this guide, we show how to automatically label product SKUs (with a manual review stage) using Autodistill.
• 3 min read
Multimodal Maestro: Advanced LMM Prompting
Learn how to expand the range of LMMs' capabilities using Multimodal Maestro
• 3 min read
Manufacturing to Computer Vision: Three Applications From Field Experience
In this article, we explore three applications of computer vision in the manufacturing industry, written by an expert with field experience.
• 5 min read
How to Load Image Embeddings into Pinecone
In this guide, learn how to calculate CLIP embeddings with Roboflow Inference and save the results in a Pinecone vector database.
• 5 min read
Launch: Synthetic Image Generation with DALL-E and GPT-4 Vision
In this guide, learn how to use Roboflow to generate synthetic data with DALL-E and GPT-4 Vision for use in training vision models.
• 3 min read
Roboflow Video Inference with Custom Annotators
Performing real-time video inference is crucial for many applications like autonomous vehicles, security systems, logistics, and more. However, setting up a robust video inference pipeline can be time consuming. You need a trained computer vision model, inference code, and visualization tools to annotate each frame. This is a lot of
• 5 min read
How to Load CLIP Image Embeddings into LanceDB
Learn how to calculate CLIP embeddings using Roboflow Inference and save them into LanceDB.
• 7 min read
GPT-4 Vision Alternatives
Explore alternatives to GPT-4 Vision with Large Multimodal Models such as Qwen-VL and CogVLM, and fine-tuned detection models.
• 4 min read
How to Search Video Frames with Roboflow
Build a search engine that lets you find frames in a video with text queries using Roboflow Inference.
• 7 min read
Launch: Roboflow Video Inference API
In this post, we introduce the Roboflow Video Inference API, a hosted solution for running fine-tuned and foundation models on videos.
• 7 min read
What is Optical Character Recognition (OCR)?
Learn what Optical Character Recognition is, what problems can be solved with OCR, and explore the approaches used by OCR algorithms to identify characters.
• 5 min read
What is Object Recognition?
In this guide, we discuss what object recognition is, how it works, and how to start using object recognition to solve problems.
• 5 min read
What is Retrieval Augmented Generation?
Learn what Retrieval Augmented Generation (RAG) is, how it works, and how RAG can be used in computer vision applications.
• 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
What is Zero-Shot Object Detection?
Learn what zero-shot object detection is, applications for zero-shot object detection, and how to get started with Grounding DINO, a zero-shot model.
• 4 min read
How to Use Roboflow with GPT-4 Vision
Explore ways you can use Roboflow with GPT-4 Vision to solve computer vision problems.
• 4 min read
Distilling GPT-4 for Classification with an API
In this guide, learn how to distill GPT-4V to train an image classification model.
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