An open reference architecture proposes a physical-AI counting system for Pakistan's steel mills, using IP66 HDR cameras and sealed GPU-accelerated industrial PCs running fine-tuned RF-DETR detection …
An engineer published a reference architecture for a sovereign, air-gapped AI stack for oil and gas health, safety and environment (HSE) work in Pakistan, sizing self-hosted models including GLM 5.3, …
Roboflow published a walkthrough of turning vision-language model predictions into a production inspection system, using GPT-6 Astra's detection of hot spots in thermal images of solar panels as the e…
Roboflow published a guide detailing how to build a two-stage computer vision model cascade in Roboflow Workflows, in which RF-DETR runs on every tile and accepts detections at or above 0.70 confidenc…
Roboflow launched Roboflow Labs, a new applied research division focused on teaching models to see, reason, and act in three dimensions across industries, the company announced. Roboflow Labs will pub…
Roboflow published a guide for building an AI visual-inspection agent that chains RF-DETR defect detection, object tracking, and Google's Gemini vision-language model inside Roboflow Workflows to insp…
Roboflow published a guide describing agentic computer vision, an architecture in which a vision model's output feeds a reasoning step that decides and executes an action instead of stopping at a boun…
Roboflow is hiring a Research Scientist for its Roboflow Labs applied research unit in San Francisco at a salary of $250,000 to $450,000 per year plus equity, a range the job board says sits 49% above…
Roboflow announced on September 18, 2026 that its Serverless API moves to per-image pricing, its Core Plan gains a free tier starting at $0 with 10 credits, and self-hosted inference via Roboflow Infe…
Researchers introduced TRACE, a transformation-aware benchmark for post-fire object understanding containing 21.4K real-image-grounded synthetic scenes and paired object-level pristine-to-degraded pro…
A developer benchmarked nine object-detection models on a single GPU with a consistent measurement setup, finding that measured latencies were 1.6 to 11.6 times slower than published figures, signific…
Multiple full Vision Transformer (ViT) object detection models exist, including LW-DETR, RF-DETR, YOLOS, ViTDet, and WB-DETR, each differing in architectural purity and usability. The choice depends o…
Roboflow has introduced Playground, a free tool that lets developers experiment with and compare 134 vision models from providers including Google, OpenAI, Anthropic, Meta, and Qwen. The platform supp…
Roboflow published a guide to building a fully local autonomous defect detection system using a webcam, its RF-DETR model, and a Hiwonder MaxArm robot arm, which spots drilled holes and scratches on w…
Roboflow published a tutorial by Aarnav Shah detailing a DIY Connect 4 robot that uses a HiWonder MaxArm, RF-DETR object detection, a negamax engine, and Gemini 3.6 Flash with ElevenLabs to play and t…
Roboflow published a guide showing how manufacturers can build a single Roboflow Workflow to verify 2D barcodes on production lines ahead of GS1 Sunrise 2027, when retail point-of-sale systems are tar…
Roboflow Inc. explains that on-premise computer vision keeps inference local, with production images processed on hardware inside the facility, which can keep sensitive data local, remove network roun…
Roboflow published a tutorial on verifying torque marks with computer vision, using its RF-DETR segmentation model and a Vision-Language Model to automate inspection. The workflow detects paint seals …
Roboflow, a computer vision development platform, released a guide advocating for self-hosted computer vision using its Roboflow Inference serving layer, citing benefits such as data privacy, offline …
Roboflow's guide to edge devices for computer vision reports that the NVIDIA Jetson Orin Nano runs Roboflow's RF-DETR at about 25 FPS for single-camera detection, while the Orin NX handles four 720p s…