Roboflow Changelog: April 2022

April showers brings May flowers, and here's a bouquet of flower datasets from Roboflow Universe you can use today! Each month, we share a recap of product and company updates; if you missed last month's edition of the Roboflow Changelog, you can find it here.

Roboflow Organize and Annotate

• Updated onboarding flow to make sign up and inviting team members easier
• Launched Instance Segmentation as a new project type
• Improvements to image & usage counting

Roboflow Train and Deploy

• Added Segmentation as an export type
• Offline support for enterprise GPU inference
• Launched private beta of native OAK deploy (contact sales to get on the list)
• Launched private beta of native iOS & react native deploy (contact sales to get on the list)

Roboflow Universe

• New search engine to help users search by subject and metadata
• Released 65k datasets to the public for download
• Improved error messages for inference widget

Other

• Company onsite in Miami!
• Added 3 new team members
• Opened several positions (come help us democratize computer vision!)
• 19 bug fixes
• 32 discussions on the Roboflow Forum
• 65k new Universe projects
• 5 new blog posts
• 1 new YouTube videos
• Featured in/by: OpenCV Weekly, Los Angeles Inoculum, Sydney Informatics Hub, Red Buffer, Sparkfun series (1st, 2nd, 3rd), AI Express, Vantage
• User projects: Trust-driven reinforcement selection strategy for federated learning on IoT devices, Intelligent automation of invoice parsing using computer vision techniques, Image-Based Parking Occupancy Detection Using Deep Learning and Faster R-CNN, Fruits and Vegetables Recognition using YOLO, Fire detect using custom datas and yolov5 From Colab, A Framework for Pothole Detection via the AI-Blockchain Integration, Detecting key Soccer match events to create highlights using Computer Vision, Convolutional Neural Networks Hyperparameter Tunning for Classifying Firearms on Images, Tutorial Anotasi dan Augmentasi Dataset pada Roboflow, Flower Detection with YOLOv5, YOLO-Object-Detection-for-Pick-and-Place-task-using-ROS-on-KUKA-iiwa, PCB-Defect-Detection-using-Deepstream, A9-Dataset: Multi-Sensor Infrastructure-Based Dataset for Mobility Research, Image Detection and Recognition of different species of animals using Deep Learning, Face Mask Detection Based on Machine Learning and Edge Computing, Detection of Plant Diseases Using Leaf Images and Machine Learning, FD-YOLOv5: A Fuzzy Image Enhancement Based Robust Object Detection Model for Safety Helmet Detection, Pothole Detection Using Deep Learning: A Real-Time and AI-on-the-Edge Perspective, ArkiCity: Analysing the Object Detection Performance of Cloud-Based Image Processing Services Using Crowdsourced Data, Traffic Images Captured from UAVs for Use in Training Machine Vision Algorithms for Traffic Management, Ping Pong, YOLOX Roboflow 2022, Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and Algorithms, A two-stage automatic labeling method for detecting abnormal food items in X-ray images, City of Rochester