Published inVoxel51·PinnedCVPR 2023 and the State of Computer VisionPatterns and trends in computer vision from CVPR papers The annual IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) is just around the corner. Every year, thousands of computer vision researchers and engineers from across the globe come together to take part in this monumental event. The prestigious conference, which can trace its origin back to 1983, represents…Computer Vision9 min readComputer Vision9 min read
Published inTowards Data Science·PinnedSee What You Segment with SAMHow to generate and visualize Segment Anything Model predictions — Over the past few weeks, Meta AI Research’s general purpose image segmentation model has attracted a lot of attention. The model, aptly named Segment Anything Model (SAM) (Apache license 2.0), was trained on a dataset consisting of 11 million images and more than a billion segmentation masks. SAM is remarkably…Segmentation10 min readSegmentation10 min read
Published inTowards Data Science·PinnedHow I Turned My Company’s Docs into a Searchable Database with OpenAIAnd how you can do the same with your docs — For the past six months, I’ve been working at series A startup Voxel51, a and creator of the open source computer vision toolkit FiftyOne. As a machine learning engineer and developer evangelist, my job is to listen to our open source community and bring them what they need — new…OpenAI15 min readOpenAI15 min read
Published inVoxel51·6 days agoCVPR 2023 Survival Guide10 papers you won’t want to miss The annual IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) is just around the corner. Every year, thousands of computer vision researchers and engineers from across the globe come together to take part in this monumental event. The prestigious conference, which can trace its origin back to 1983, represents…Computer Vision10 min readComputer Vision10 min read
Published inVoxel51·May 4State-of-the-Art Object Detection with YOLO-NAS & FiftyOneYesterday, Deci AI released a new state of the art object detection model named YOLO-NAS, which achieves higher mean average precision than prior models running with the same latency. In this blog post, we’ll show you how to generate predictions with YOLO-NAS and load them into FiftyOne! If you are…Computer Vision6 min readComputer Vision6 min read
Published inVoxel51·Mar 31Computer Vision Embeddings Tips and Tricks — Mar 31, 2023Welcome to our weekly FiftyOne tips and tricks blog where we give practical pointers for using FiftyOne on topics inspired by discussions in the open source community. This week we’ll cover embeddings. Wait, What’s FiftyOne? FiftyOne is an open source machine learning toolset that enables data science teams to improve the performance of…Computer Vision7 min readComputer Vision7 min read
Published inVoxel51·Mar 24Computer Vision Tips and Tricks — Mar 24, 2023Welcome to our weekly FiftyOne tips and tricks blog where we recap interesting questions and answers that have recently popped up on Slack, GitHub, Stack Overflow, and Reddit. Wait, what’s FiftyOne? FiftyOne is an open source machine learning toolset that enables data science teams to improve the performance of their computer vision models…Computer Vision6 min readComputer Vision6 min read
Published inVoxel51·Mar 22A Better Way to Visualize 3D Point Clouds and Work with OpenAI’s Point-E — Voxel51How to visualize point clouds, create orthographic projections, and evaluate detections with the latest release of FiftyOne 3D perception in computer vision enables computers and machines to understand the depth and structure of the 3D world around us, just as we do. …Point Cloud7 min readPoint Cloud7 min read
Published inVoxel51·Mar 22A Google Search Experience for Computer Vision Data — Voxel51How to Use Vector Search Engines, NLP, and OpenAI’s CLIP in FiftyOne Have you ever wanted to find the images most similar to an image in your dataset? What if you haven’t picked out an illustrative image yet, but you can describe what you are looking for using natural language? …OpenAI10 min readOpenAI10 min read
Published inVoxel51·Mar 17Accelerating Computer Vision Workflows — Tips and TricksWelcome to our weekly FiftyOne tips and tricks blog where we give practical pointers for using FiftyOne on topics inspired by discussions in the open source community. This week we’ll cover some tips and tricks that will help you accelerate your computer vision workflows using FiftyOne. Wait, What’s FiftyOne? FiftyOne is an open…Computer Vision6 min readComputer Vision6 min read
