Results for “open-set-segmentation”

Towards Open-World Segmentation of Parts

Collects publicly available information about a target organization to identify attack surfaces, social engineering targets, technology stacks, and credential exposures for authorized security testing.

Segment Everything Everywhere All at Once

Runs NV-Segment-CTMR segmentation on CT or MRI NIfTI volumes and records label-map evidence.

Segments abdominal organs from CT NIfTI volumes using the NV-Segment-CT VISTA3D model, producing label maps and structured evidence JSON.

Design and enforce microsegmentation policies using workload identity and label-based rules to prevent lateral movement in zero trust architectures, with guidance for tools like VMware NSX, Illumio, and Calico.

OpenTelemetry observability patterns: traces, metrics, logs, context propagation, OTLP export, Collector pipelines, and troubleshooting

Segment Anything

Copy-Paste Augmentation for Instance Segmentation

Mosaic Augmentation for Detection and Segmentation

Scan for OSS tool opportunities from npm gaps, GitHub trends, and developer pain points

Extract a bounded part of the invoking codebase into a new GitHub repository with private and public-OSS readiness gates

Screen US stocks for Stockbee-style short-term momentum burst setups using 4% breakout, dollar breakout, range expansion, volume expansion, prior range contraction, close-location, failure filters, and risk-distance scoring.

Automatically hunt for high-impact OSS contribution opportunities in trending repositories.

Nested Sets

Maps an organization's external attack surface using public sources like DNS records, certificate transparency logs, search engines, social media, and data breach databases, without directly interacting with target systems.

Designs and implements VLAN-based network segmentation on managed switches to isolate network zones, enforce access control between segments, and reduce the attack surface by limiting lateral movement paths in enterprise network environments.

COCO: Microsoft COCO: Common Objects in Context

Automatically hunt for high-impact OSS contribution opportunities in trending repositories.

OpenCLIP: An Open Source Implementation of CLIP

SynthText: Synthetic Data for Text Detection