Roboflow Changelog: January 2023

Updated the Roboflow Model Library
New additions to the Computer Vision Templates page 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 Operations Team Onsite in San Francisco, CA
Roboflow Lighthouses in San Francisco, CA and Mexico City, Mexico
Team meet-up in San Francisco, CA

Welcomed 2 new employees
Filled positions for a Full Stack Engineer and a Sales Development Representative
50 new discussions on the Roboflow Forum
15k+ new Universe projects
22 new blog posts
10 new YouTube videos

Mentioned or Featured

Partnerships

Roboflow Collaborates with Intel to Deliver Next Generation Computer Vision Pipeline for Enterprises

User Projects and Shoutouts

Construction Site Hazards Identification Using Deep Learning and Computer Vision, Smart Grid monitoring through Deep Learning for Image-based Automatic Dial Meter Reading, Blood Cells Counting and Localisation through Deep Learning Object Detection, Sankalp Yadav (LinkedIn), Winning Project at the hackTAMS 2023 (North Texas's Premier High School Hackathon), Josh Pigford, Toolstash (Twitter), A Smart Trap for Counting Olive Moths Based on the Internet of Things and Deep Learning, Cost-Effective Solution for Fallen Tree Recognition Using YOLOX Object Detection, Impact of Intra-class Variance on YOLOv5 Model Performance for Autonomous Navigation around Non-Cooperative Targets | AIAA SciTech Forum, Analysis of ground infrastructure and sensing strategies for all-weather approach and landing in Urban Air Mobility | AIAA SciTech Forum, Detection and Classification of Printed Circuit Boards Using YOLO Algorithm, Automatic detection of multilayer hexagonal boron nitride in optical images using deep learning-based computer vision, Traun Leyden (Twitter), Analysis of ground infrastructure and sensing strategies for all-weather approach and landing in Urban Air Mobility | AIAA SciTech Forum, Impact of Intra-class Variance on YOLOv5 Model Performance for Autonomous Navigation around Non-Cooperative Targets | AIAA SciTech Forum, A Smart Trap for Counting Olive Moths Based on the Internet of Things and Deep Learning, Jo Øvstaas (LinkedIn), Kid's Chair Gets a Robotic Upgrade, Wildfire Smoke Detection with Computer Vision, Deep Object Detection of Crop Weeds: Performance of YOLOv7 on a Real Case Dataset from UAV Images, Object Detection Using YOLOv5 and Sending Alerts, Pothole Detection using CNN and YOLO v7 Algorithm, Sign Language Alphabets Detection and Recognition | Train YOLOv8 on Custom Data, AI Plays Toadled! YOLOV7 Bot Better Than Human?, Suhail (Twitter Thread), Next Space Flight: NASA Space Flight, How to use YOLO-V8 for custom object detection, Deep Learning-Based Mosquito Quantification to determine Repellency of different compounds, Embedded Deep Learning to Aid the Mobility of Individuals with Disabilities: A Solution for In-house Bus Line Recognition, Collision Detection in Smart-Cities by using Co-Simulation, Parsing Electronic Theses and Dissertations Using Object Detection, Ball and Goal Image Recognition on Humanoid Robot Darwin OP Using Faster Region-Based Convolutional Neural Networks (Faster R-CNN) Method, Effects of image data quality on a convolutional neural network trained in-tank fish detection model for recirculating aquaculture systems, Detection and Recognition of Drones using Deep Convolution Neural Networks, Optimization of mmWave radar image classification by YOLOv7 using the Pix2pix architecture, Automatic bone fracture detection in X-ray images using deep learning, John J. Villa (LinkedIn), FridgeSmart, Joel Nadar (LinkedIn), Year in Review: Seeed in 2022 - Latest Open Tech From Seeed, Low-cost and sustainable Pick and Place solution by machine vision assistance, Noam Elbaz (LinkedIn), Kaggle Ships in Google Earth (GitHub), Weekly Robotics Newsletter #229, Object Detection based Approach for an Efficient Video Summarization with System Statistics over Cloud, Number Plate Detection Using Drone Surveillance, Performance analysis of object detection algorithms for robotic welding applications in planar environment, Artificialis (LinkedIn), Data-driven decarbonisation pathways for reducing life cycle GHG emissions from food waste in the hospitality and food service sectors, Smart City Community Watch — Camera-Based Community Watch for Traffic and Illegal Dumping, Computer Vision and AI Predictions for 2023 - OpenCV Ep. 86, University of Michigan, Rising Above the Deluge: Street Level Analysis, SAFEMYRIDES: Application of Decentralized Control Edge-Computing to Ridesharing Monitoring Services, Create a Yolov5 model for the detection of interior furniture in google colab, Augmenting Historical Alphabet Datasets Using Generative Adversarial Networks, Developing an AI Model using Roboflow Custom Data with Yolov5, Two Minute Papers & Stephen Balaban (Twitter), Joel Nadar (Twitter), Clothing image recognition script (Replit), Kristen Kehrer (LinkedIn), Simplify Image Labelling For ML Using Roboflow, Une ia via un simple api avec roboflow (YouTube), @learnwitharobot (Twitter + YouTube), Vision-Based Control Using Object Detection and Depth Estimation for Robotic Pick and Place Tasks in Construction Applications, Towards Edge-Cloud Architectures for Personal Protective Equipment Detection, Handling Severity Levels of Multiple Co-Occurring Cotton Plant Diseases Using Improved YOLOX Model, IMAGE PROCESSING AND IMAGE ANALYSIS OF DEFECTS IN MICROLENS ARRAY USING SMARTPHONE CAMERA AND APPLICATION, Anomaly Detection in Video Surveillance using Object Detection, SIMULATION APPROACH OF DETECTING OBJECT IN SMART ENVIRONMENTS USING 5G MOBILE NETWORK, Detection and Classification of Printed Circuit Boards Using YOLO Algorithm, Towards a Biosignatures Image Detection System for Planetary Exploration with UAVs