Intelligent Semantic Segmentation & Annotation
A streamlined, HPC-backed pipeline dedicated exclusively to semantic and instance image segmentation using interactive masking tools and Tapis job execution.
Link to the hosted service: https://icicleai.tapis.io/#/smart-segmentation
References
- Tapis v3 — HPC job execution framework
- Patra Model Registry — ICICLE AI model catalog
- SAM3 (Segment Anything Model 3) — Meta AI
- SAHI — Slicing Aided Hyper Inference for small-object detection
- COCO JSON format specification
Acknowledgements
National Science Foundation (NSF) funded AI institute for Intelligent Cyberinfrastructure with Computational Learning in the Environment (ICICLE) (OAC 2112606)
Issue reporting
Please open an issue at github.com/ICICLE-ai/smart_labeler/issues with a description of the problem, steps to reproduce, and any relevant logs from the Tapis job status bar.