Roboflow's 12 Days of #Shipmas: 2024

In the spirit of fostering innovation and engagement, Roboflow celebrated its annual Shipmas event by launching 12 new features over 12 days during the 2023 winter holidays, aimed at enhancing their product offerings in computer vision. The updates included support for dynamic cropping in data augmentation, public project sharing for paid users on Roboflow Universe, and a Kubernetes Helm chart for deploying the Inference server in Kubernetes environments. Other key features introduced were augmentation helpers to optimize model performance, expanded command line interface capabilities, and an improved search function within the Roboflow Universe. Additionally, researchers can now apply for academic credits, and users gained the ability to cancel training jobs and use a new Python CLI for various tasks. These features reflect Roboflow's commitment to streamlining the development and deployment of computer vision models, while also promoting collaboration and accessibility within the community.