Computer Vision News - October 2022

45 MONAI Core has reached v1.0 These models utilize the MONAI Bundle specification, making it easy to get started in just a few commands. With the MONAI Bundle and Model Zoo, we hope to establish a common standard for reproducible research and collaboration, and we welcome everyone to contribute to this effort by submitting their pre-trained models for downstream tasks. MONAI Label v0.5 MONAI Label now supports MONAI Core v1.0 and continues to evolve by improving overall performance, offering new models for radiology, and expanding into endoscopy with integration into the CVAT viewer for annotation and releasing new endoscopy models. MONAI Label has been updated to support MONAI Core v1.0. For radiology, we’ve focused on improving overall performance and released a new vertebra model. For endoscopy, we’ve continued to improve CVAT integration and released three new models. Endoscopy MONAI Label now supports 2D segmentation for endoscopy. By continuing to expand on the previous CVAT integration, MONAI Label has integrated active learning into CVATs automated workflow. Three new models are being released including Tool Tracking Segmentation, InBody vs. OutBodyDe-identification classificationmodel, andDeepEdit for interactive tool annotation. MONAI Label Endoscopy Sample Applications MONAI Model Zoo Landing Page