Search Results for "segment"

Mesh R-CNN is a 3D reconstruction and object understanding framework developed by Facebook Research that extends Mask R-CNN into the 3D domain. Built on top of Detectron2 and PyTorch3D, Mesh R-CNN enables end-to-end 3D mesh prediction directly from single RGB images. The model learns to detect, segment, and reconstruct detailed 3D mesh representations of objects in natural images, bridging the gap between 2D perception and 3D understanding. Unlike voxel-based or point-based approaches, Mesh R-CNN uses a differentiable mesh representation, allowing it to efficiently refine surface geometry while maintaining high spatial detail. ...

- 15 segmentation tools (FloodFill Strict, Adaptive Gaussian Threshold, Manual Brush (Freehand Lasso), Polygon Lasso (Click Points), Manual Bounding Box, Auto Bounding Box, Local Otsu Auto-Threshold, K-Means Clustering, Watershed, GrabCut AI, Canny Edge + Morphological Close, Morphologic Active Contours, Interactive Heatmap, Topographical Relief Map, Segment Anything AI) - Hybrid Layout (1 window with editor tools or Split-View with a preview window) - Intelligent file management (once a folder is loaded, the system recognizes which files already have masks and leaves them in the background) - Real-time filter application (CLAHE, Global Histogram Equalization, Top-Hat, Bottom-Hat, Multi-Scale Retinex, Homomorphic Filter, Sharpness Control) - Three mask and label options (conventional masks in - Lesion shape, lesion region bounding boxes, and heatmap to outline the lesion and its secondary components) - Brush/cursor sensitivity control...

InspectryxIQ is the Infrastructure PACS: one permanent diagnostic record for every asset a community owns. Healthcare keeps imaging for the life of the patient; InspectryxIQ keeps inspections for the life of the culvert, sewer segment, bridge, facade or tank. The On-Premises Edition is free: the full platform on your own hardware, no account, and no data leaves the building. Windows installer (Docker Desktop set up for you), virtual appliance (VirtualBox, VMware, Proxmox) and a Docker Compose bundle for Linux, all producing the same console. CCTV sewer and culvert video, bridge photography, facade surveys, drone sets, NDT imagery, thermal and LiDAR land in one DICONDE archive. ...