Roboflow Changelog: October 2022
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 Organize and Annotate
- Upload Private Bucket Data (AWS, Google Cloud and Microsoft Azure)
- Upload YouTube videos for labeling data
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Roboflow Train
Roboflow Deploy
- Semantic Segmentation Deployment for Roboflow Train models | Inference Documentation
- Python package bug fixes and improvements
- Upload YouTube videos to the Deploy Tab for inference
Roboflow Universe
- Clone Images from Roboflow Universe projects
- Universe Workspace Profiles
- Starring Projects in Universe
New Tutorials
Projects from New Employees
- How I use Computer Vision and Twilio to Guarantee Availability at Busy Public Tennis Courts
- Measure Distance in Photos and Videos Using Computer Vision
Projects from Roboflow Blog Contributors
- Overfitting in Machine Learning and Computer Vision
- Top 6 Agriculture Datasets for Computer Vision
- Blurring Faces to Preserve Privacy with Computer Vision
Other
- AWS Partnership: Roboflow available in the AWS Marketplace
- Accelerate PyTorch Models via OpenVINO™ Integration with Torch-ORT
- Ultralytics HUB Integration
- Ultralytics YOLO VISION: What Training 10,000 Vision Models Tells Us about Getting to Production with Joseph Nelson (YouTube) | A CV Approach to Quantifying Plastic in the Ocean with Jay Lowe (YouTube) | Bridging AI From Digital to Physical: Real-World AI, Right at the Edge with Elaine Wu (YouTube) | Using CV to Improve Accessibility through Automated Sign Language Captioning with Mohamed Traore (YouTube)
- Roboflow featured by Systems Nakashima at a major conference in Chiba, Japan
- Object Detection Using YOLOv5 Tutorial - Data Moves Me
- Artificial Intelligence in Makerspaces – Repurposing industry applications to serve makerspace needs (6th International Symposium on Academic Makerspaces)
- The compliance of head-mounted industrial PPE by using deep learning object detectors (Nature)
- Guest blog post from Kristen Kehrer, Developer Advocate at CometML
- Improvements to dataset upload speed
- Added Improvements to the Product Onboarding Flow
- Updated the in-app Roboflow Tutorial
- Celebrated 1 year anniversaries for 2 team members
- Welcomed 2 new employees (Growth & Technical Marketer, and Machine Learning Growth Engineer)
- Increased our total number of international employees to 3 (Switzerland, Scotland, and Poland).
- Team meet-ups in Monterrey, CA, Switzerland, San Francisco, CA, Des Moines, IA and Las Vegas, NV
- Opened new positions (come help us democratize computer vision!)
- Conducted UXR sessions
- 24 new discussions on the Roboflow Forum
- 15k+ new Universe projects
- 16 new blog posts
- 3 new YouTube videos
User Research Publications and Projects
- TensorFlow.js Monthly #9: AR Blackjack strategy, perfecting your sports game, and the first Web ML summit, Unboxing and Demo of Apple Detection and Counting with SenseCAP K1100 Dev Kit, Train YOLOv7 Object Detection on Custom Dataset in Google Colab (YOLOV7 ile Nesne Tespiti), Micro-particle Entrainment From Density Mismatching Mixture by Dip Coating Process, Development of an object detection and mask generation software for dynamic beam projection in automotive pixel lighting applications, Railway Security System Design Using Unmanned Aerial Vehicle Image Processing and Deep Learning Methods, An Intelligent Food Inventory Monitoring System using Machine Learning and Computer Vision, DESIGN OF A DETECTION AND ALERT SYSTEM FOR ANIMAL ROAD CROSSINGS (ELEPHANTS) IN ELECTRIC VEHICLES USING COMPUTER VISION, Deep learning detector for high precision monitoring of cell encapsulation statistics in microfluidic droplets | karl-gardner/droplet_detection (GitHub), AI Diabetic Retinopathy and Glaucoma Detection With Retinal Images and ResNet34, Marine Object Detection Based on Top-View Scenes Using Deep Learning on Edge Devices, Self-Sustaining Planter with Disease Detection, Train Object Detection Model for Android & IOS course | Realtime Object Detection | Tensorflow Lite, Plastic Detector, Plastic Bottle Detector For Lake, Custom Instance Segmentation, DEVELOPMENT OF A MODEL OF OBJECT RECOGNITION IN IMAGES BASED ON THE «TRANSFER LEARNING» METHOD, How to use Gesture Controls with OBS using Computer Vision!, Use Roboflow to Train AI Models on Custom Labelled Datasets, Annotating images in Roboflow, Intelli-Paint: Towards Developing More Human-Intelligible Painting Age, Analysis of the problem “Recognition of traffic signs on frames from a car DVR”, Digital Breakthrough, (GitHub) ablanco1950/LicensePlate_Labeled_MaxFilters, TensorFlow.js Community "Show & Tell" #8, custom object detection by YOLO v7 | v5 and roboflow شرح عربي, Custom PyTorch Model with OpenCV Tracking a Laser Pointer, Trixi the Librarian, Automatic 2D Material Detection in Optical Images using Deep Learning Based Computer Vision, #1200 labelme can auto smart select polygon area like roboflow smart polygon?, Create AI using tinyML seeed Wio Terminal D51R, APPLICATION OF DRONES WITH ARTIFICIAL INTELLIGENCE FOR MILITARY PURPOSES, Automatic Cattle Identification using YOLOv5 and Mosaic Augmentation: A Comparative Analysis, Five things to know about No Code AI, TinyML Package Monitor, Luxonis OAK running Roboflow model to detect jellyfish, Matthew Cicanese (Twitter post)