Posts Written by Joseph Nelson

Joseph Nelson

Roboflow cofounder and CEO. On a mission to transform every industry by democratizing computer vision. Previously founded and sold a machine learning company.

How to Label Image Data for Computer Vision Models

This guide discusses what image labeling is and how to effectively label images for use in training computer vision models.

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.

How We Work Together at Roboflow

Roboflow is pioneering Satellite work as a way of working together remotely. In this post, we discuss what Satellite work is and how it helps our team collaborate.

How to Build a Semantic Image Search Engine with Supabase and OpenAI CLIP

Historically, building a robust search engine for images was difficult. One could search by features such as file name and image metadata, and use any context around an image (i.

Speculating on How GPT-4 Changes Computer Vision

OpenAI released GPT-4 showcasing strong multi-modal general AI capabilities in addition to impressive logical reasoning capability. Are general models going to obviate the need to label images and train models?

📸 Roboflow 100: A Multi-Domain Object Detection Benchmark

Roboflow 100 (RF100) is a crowdsourced object detection benchmark. The dataset consists of 100 datasets, 7 imagery domains, 224,714 images, and 829 class labels with over 11,170 labeling hours.

How to Train YOLOv6 on a Custom Dataset

The YOLO (You Only Look Once) family of models [https://blog.roboflow.com/guide-to-yolo-models/] continues to grow and right after YOLOv6 was released, YOLOv7 was delivered quickly after [https://blog.

How to Deploy Computer Vision Models: Best Practices

In this guide, we walk through the fundamentals of deploying vision models and the questions you should evaluate when deciding how to deploy a model.

Let's Talk About Company Culture

Company culture is a feeling in the air, the social norms of a group, the manifestation of collective goals and beliefs, and the one intangible thing that can make or

What is PaddlePaddle?

"ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&

What is PyTorch?

"ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&

We Raised a $20M Series A to Continue Democratizing Computer Vision

Today, Roboflow is excited to announce our $20 million Series A led by Craft Ventures to expand on our mission to give software the sense of sight. Lachy Groom, who

What is TensorRT?

"ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&

What is Amazon Rekognition?

"ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&

What is AutoML?

"ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&

What is CoreML?

"ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&

What is OpenVINO?

"ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&

What is ONNX?

"ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&

Roboflow for Students and Universities

We've seen tremendous interest in Roboflow from the research community. Faculty and students from institutions ranging from California to Malta to Taiwan have been using Roboflow to accelerate their computer vision work.

What is CUDA?

"ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&

Active Learning Tips: How to Continuously Improve Your Production Model

You've built your first model and plan to get it deployed to production. Now what? Like any software, the computer vision model needs to be continuously improved for

Using Computer Vision to Clean the World's Oceans

Global plastic production has exceeded 500 million tons. Moreover, estimates from the US Environmental Protection Agency [https://www.epa.gov/sites/default/files/2015-09/documents/2012_msw_dat_tbls.pdf]

How Atos Uses Computer Vision to Monitor Office Occupancy

Building & deploying a privacy-first model to the edge with Roboflow in 60 days The COVID-19 pandemic changed how and where we work. Fortunately, in some countries, the pandemic appears

How to Train with Microsoft Azure Custom Vision and Roboflow

Roboflow is a tool for building robust machine learning operations pipelines for computer vision: from collecting and organizing images, annotating, training, deploying, and creating active learning [https://blog.roboflow.com/

What is YOLO? The Ultimate Guide [2024]

YOLO (You Only Look Once) is a family of computer vision models that has gained significant fanfare since Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi introduced the novel