• 4 min read
Launch: YOLO-World Support in Roboflow
Learn how you can use YOLO-World with Roboflow.
• 7 min read
First Impressions with Gemini Advanced
Read our first impressions using the Gemini Ultra multimodal model across a range of computer vision tasks.
• 5 min read
Identify Solar Panels in Aerial Imagery with Computer Vision
Learn how to identify solar panels in aerial imagery with computer vision.
• 7 min read
Roboflow's 12 Days of #Shipmas: 2023
Learn about the 12 features Roboflow released as part of #Shipmas2023.
• 5 min read
NeurIPS 2023 Papers Highlights
Introduction
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
• 6 min read
First Impressions with Google’s Gemini
In this guide, we evaluate Google's Gemini LMM against several computer vision tasks, from OCR to VQA to zero-shot object detection.
• 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.
• 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
• 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.
• 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
Using Stable Diffusion and SAM to Modify Image Contents Zero Shot
Introduction
Recent breakthroughs in large language models (LLMs) and foundation computer vision models have unlocked new interfaces and methods for editing images or videos. You may have heard of inpainting, outpainting, generative fill, and text to image; this post will show you how to execute those new generative AI functions
• 5 min read
Detect and Segment Oil Spills Using Computer Vision
An oil spill in the sea is a devastating environmental incident that occurs when oil is released into the marine environment. Oil spills pose significant threats to marine ecosystems, wildlife, and coastal communities, and they can have long-lasting and far-reaching consequences.
Due to the logistical difficulties in getting to impacted
• 5 min read
How to Classify Images with DINOv2
In this guide, we walk through how to classify images using DINOv2 and a dataset from Roboflow Universe.
• 6 min read
What is ImageBind? A Deep Dive
In this guide, we dive deep into Meta Research's new ImageBind model. We discuss what the model is, how it works, and its real-world applications.
• 12 min read
Multimodal Models and Computer Vision: A Deep Dive
In this post, we discuss what multimodals are, how they work, and their impact on solving computer vision problems.
• 5 min read
Zero-Shot Image Annotation with Grounding DINO and SAM - A Notebook Tutorial
In this comprehensive tutorial, discover how to speed up your image annotation process using Grounding DINO and Segment Anything Model. Learn how to convert object detection datasets into instance segmentation datasets, and use these models to automatically annotate your images.
• 6 min read
Grounding DINO : SOTA Zero-Shot Object Detection
Most object detection models are trained to identify a narrow predetermined collection of classes. Zero-shot detectors like Grounding DINO want to break this status quo by making it possible to detect new objects without re-training a model.
• 4 min read
Roboflow Community Passes 200k Open Source Datasets
Roboflow’s mission is to democratize access to computer vision. We aim to actively help accelerate the world toward a future where everyone can build with computer vision. As a part of this mission, we invest in providing resources to the community in the form of free access to the
• 6 min read
Deploy Models from Roboflow with the Luxonis DepthAI SDK
The new Luxonis DepthAI SDK Roboflow Integration gives users the option to deploy Roboflow models to OAK devices with more functionality and out-of-the-box options for customization of inferences.
• 4 min read
Recap: Roboflow's 12 Days of #Shipmas
Team Roboflow decided to end 2022 strong and kick off 2023 with a bang by shipping 12 new features in 12 days. Updates were made to model-assisted labeling, model training, annotation tools, the REST API, Python SDK, and more.
• 3 min read
Launch: YOLOv8 Models on Roboflow Universe
Pre-trained YOLOv8 models are available for testing and deployment on Roboflow Universe. Test and Deploy YOLOv8 Object Detection models in the app through the Models page.
• 6 min read
Launch: Use Universe Models for Label Assist and Training
In this guide, learn how to use public models on Roboflow Universe to assist you with labeling and to speed up the process of building an accurate model.
• 5 min read
Top 6 Gaming Datasets for Computer Vision Projects
Today's article will show you the top 6 gaming datasets from Roboflow Universe
[https://universe.roboflow.com/browse/gaming] to help provide inspiration for
using video games or real world games with computer vision applications.
Using computer vision with gaming can lead to entirely new experiences:
* Gaming automation:
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