S3OD
S3OD specialises in separating the main object from its background. BOAT uses it for Auto Search: sketch a rough box and get a clean mask or a tight oriented box. Three tags trade off general, dichotomous and salient-object training.
Install
boat model install s3odWithout a tag BOAT installs s3od:base. Tags install side by side, so you can keep several.Download: 465 MB of weights.
Tools
What S3OD adds to the annotation editor. Each example loops what you do and what comes back.
Auto search
BoxMasks
Draw a box around one example. The model finds similar objects and lets you pick which masks to keep.
- Pick candidates
Auto search
BoxRotated boxes
Draw a loose box around an object. The model finds the object inside and returns a tight rotated box.
- Preview, then apply
Platforms
BOAT picks the runtime profile that matches your machine. Only that profile's code is downloaded.
macOS · Metal
Apple silicon (MPS)
Linux · CUDA 12.8
NVIDIA, incl. Blackwell
Linux · CUDA 12.6
NVIDIA GPUs
Linux · CPU
x86_64 CPU
License
BOAT's adapter code is Apache-2.0. The model's own code and weights keep their upstream license:MIT.
Bundled license files: BOAT-APACHE-2.0.txt, NOTICE.md, UPSTREAM-LICENSE.txt
Package details
- Package
- s3od
- Version
- 0.0.1
- Type
- Common model
- BOAT Core
- ≥ 0.1.0 · < 1.0.0
- Idle unload
- 300s (change with
boat model setup) - Inference timeout
- 600s
- Manifest SHA-256
- 50be0b2cbe71a1dd109b2e0c3f71269e60e2290e784303f8715e18f213014f4d
Upstream notice
BOAT adapter code is Apache-2.0. Upstream model code and weights keep their own licenses. Model: s3od Pinned weight provenance is in ../weights.json. Vendored code revisions, when present, are recorded in ../vendor/UPSTREAM_REVISION. The local macOS adaptations are retained. Runtime dependencies are installed from pinned distributions with their own license files.