Roboflow computer vision digest

Build vision apps from a prompt Video Watch Agent turn one chat into two apps Describe what your cameras need to see, and Roboflow Agent picks the models and writes the logic. Balthasar Huber, Product Engineer at Roboflow, uses it to count highway traffic by lane and log every truck at a loading dock by reading its trailer ID. Watch the Video Tutorial Check every assembly step against your SOP Label actions on a video timeline, fine-tune NVIDIA Cosmos 3 Edge on your own footage, and run it through the Serverless API to log which steps happened and when. See how it works on a 10-step assembly demo. Read the Blog Live Session Train on the images already in your bucket Join Jeremy Prescott, Full Stack Engineer at Roboflow, on Thursday, October 29. He'll show how to mirror files from Amazon S3, Google Cloud Storage, or Azure Blob Storage into Roboflow, pick the right ones, and train on them without downloading a file. Register Now Community spotlights Turn one club camera into player data RF-DETR and C-BIoU tracking turn grassroots match footage into per-player speed, distance, and heat maps. (GitHub) Run Roboflow models on Standard Bots Standard Bots' new Inspect skill, built with Roboflow, runs your custom defect models in robot routines. (Business Wire) Roboflow project of the week Map conveyor belts in warehouse camera feeds, set zones for package counting, or flag items that leave the line with this Conveyor segmentation API. View on Roboflow Universe → CV & ML you can use Supervision 0.31.0: depth maps, moving-camera zones, and pose mAP → GitHub Jev 1.14: image input and longer context, in preview → X Research of the week Has GPT-6 Astra achieved embodied intelligence? → arXiv RoTA-Bench: evaluating 3D spatial reasoning through interactive projection alignment → arXiv © 2026 Roboflow, Inc. All rights reserved. 500 Locust St, Suite 104, Des Moines, IA 50309 Manage Preferences | Unsubscribe