CV Brief · Monday, 22 June 2026
CV Brief
Tools & Releases
Samsung deploys ChatGPT Enterprise and Codex at scale
Samsung rolled out ChatGPT Enterprise and Codex across its workforce in one of OpenAI's largest enterprise deployments. For CV teams, this signals broader access to AI-assisted coding tools that can accelerate model training pipelines, annotation workflows, and deployment scripts—though you'll need to evaluate security implications for proprietary vision code.
Read more →Tutorials & Guides
RF-DETR outperforms YOLO11 on COCO with smaller model
Roboflow's RF-DETR transformer beats YOLO11 while being smaller and eliminating NMS. Critical read: benchmark claims need scrutiny against your deployment constraints and latency requirements.
Read more →CNN architecture evolution: LeNet through ResNet explained
Historical breakdown of major CNN architectures and their design tradeoffs. Helps practitioners understand why certain models dominate production pipelines today.
Read more →Getting Started in CV/ML
Transfer learning: leverage pretrained CNNs for faster deployment
Practical guide to building production CNN models without training from scratch using transfer learning. Cuts training time and data requirements—essential for resource-constrained teams.
Read more →For class imbalance: don't just augment the minority class. First ask whether the imbalance reflects real-world distribution. If it does, your model should reflect it too.