Roboflow Changelog: February 2023

Mohamed Traore -

Each month, we share a recap of product and company updates; if you missed the last edition of the Roboflow Changelog, you can find it here.

Roboflow Upload, Organize and Annotate

Examples of some of the available statistics and dashboard views in Insights
  • Add image Tags and annotation Batch names while uploading images via API
  • Upload images, with labels, for Classification projects with the Upload API and Annotate API
  • Bug fixes and speed improvements to Assign, Dataset Search, and Dataset Generation and Export
  • Improvements to Video upload via API: all image frames are now sequential even when uploaded via API
  • Preview Unassigned Images without loading a new page
0:00
/
  • Image Comments added to Classification projects (now available on all project types)

Roboflow Train and Deploy

  • How to Deploy Computer Vision Models to Raspberry Pi with Docker
  • My First Jetson Nano Object Detection Inference Server

Roboflow Universe

Face Detection Dataset & API (Roboflow Universe)
  • Created a new "Wall of Love" to highlight projects from Roboflow Users:
Showcase
Explore computer vision projects created using Roboflow across areas, from reducing food waste to selecting items from computer controls using gestures.
VentureBeat
Roboflow Showcase: Wall of Love
  • TELS Turkish Earthquake Logistical Support Dataset
Building Finder Dataset and Pre-Trained Model by TELS Turkish Earthquake Logistical Support
1092 open source Buildings images plus a pre-trained Building Finder model and API. Created by TELS Turkish Earthquake Logistical Support
Roboflow

Roboflow 100

  • RF100 Challenge created in partnership with Microsoft Research and Haotian Zhang of Apple for CVPR2023: "The 2nd Workshop on Computer Vision in the Wild," June 19, 2023.
Link to Tweet
  • Roboflow 100 Eval Server

Tutorials, Open-Source Repositories and Case Studies

  • Launched supervision, a set of easy-to-use utils (e.g object counting and tracking, object tracking and counting in specified regions, video inference) that will come in handy in any Computer Vision project. Track and Count Objects Using YOLOv8
GitHub - roboflow/supervision: A set of easy-to-use utils that will come in handy in any Computer Vision project
A set of easy-to-use utils that will come in handy in any Computer Vision project - GitHub - roboflow/supervision: A set of easy-to-use utils that will come in handy in any Computer Vision project
GitHubroboflow

Projects from Blog Contributors

  • AWS Machine Learning
AWS Machine Learning on LinkedIn: How to Use the Stable Diffusion Image-to-Image Pipeline
Learn how you can use the latest image-to-image technology, Stable Diffusion img2img pipeline, to generate more robust computer vision training data using the…
LinkedInAWS Machine Learning
AWS Machine Learning on LinkedIn: AWS Startup Showcase S3 E1
Join us at AWS Startup Showcase! Find out how startups are driving innovations with foundation models and generative AI on #AWS. Leading founders and…
LinkedInAWS Machine Learning
  • Paperspace
Training YOLOv8 on Custom Data
In this blog post, we examine what’s new in Ultralytics awesome new model, YOLOv8, take a peak under the hood at the changes to the architecture compared to YOLOv5, and then demo the new model’s Python API functionality by testing it to detect on our Basketball dataset.
Paperspace BlogJames Skelton
  • Nature
Annotated Datasets of Oil Palm Fruit Bunch Piles for Ripeness Grading Using Deep Learning - Scientific Data
Scientific Data - Annotated Datasets of Oil Palm Fruit Bunch Piles for Ripeness Grading Using Deep Learning
NatureSuharjito

Partnerships

Other

  • Updates to the Roboflow Landing Page
  • Completed the second month of the new "Customer Sprint Weeks." The Roboflow Product Team selects a different customer every month to collect more detailed feedback and insights from, and implements as many of the features as possible in the span of 5-10 business days.
  • Conducted UXR sessions
  • Enhancements to the user onboarding experience (new login page, tutorial activation flow, and workspace plan options)
  • Updated the Roboflow Model Library and Notebooks tutorials repository on GitHub
  • New additions to the Computer Vision Templates and Computer Vision Utilities pages to help users with connecting computer vision models to their required personal or business application
  • New additions to the Roboflow Learn page to aid users with increasing knowledge in the field of computer vision
  • Celebrated 1-year anniversaries for 2 team members
  • Roboflow Lighthouse in Palm Springs, CA

User Projects and Shoutouts