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Models

Open vision models that plug into BOAT's editor. Compare what they do and what they need, then install one with a single command.

7 models · synced Sep 26, 2026

Task
Prompt
Runs on

7 of 7 models

  • SAM3 LiteTextby EfficientSAM3

    SAM3 with a distilled MobileCLIP text encoder. Keeps SAM3's text, box and point prompts while using less memory — the best default for most machines.

    DetectionInstance seg.Semantic seg.Oriented boxesS0S1L
    10/10 2.2–2.5 GB VRAM 6 toolsmacOSCUDACPUv0.0.1

  • SAM3by Meta

    Meta's Segment Anything Model 3. Promptable concept segmentation from text, boxes or points — the most complete toolset in the library.

    DetectionInstance seg.Semantic seg.Oriented boxesvit-h
    8/10 3.5 GB VRAM 7 toolsmacOSCUDACPUv0.0.1

  • PET-DINO

    Visual-prompt detector: draw one box and it finds every similar object. Pairs with Cascading for fast, repetitive detection work.

    Detectionswin-t
    7/10 2.8 GB VRAM 2 toolsmacOSCPUv0.0.1

  • LocateAnythingby NVIDIA

    NVIDIA's 3B grounding model, quantized to GGUF and run with llama.cpp on Apple silicon. Text to boxes, or text to points for counting crowds.

    DetectionCounting3b-Q4_K_M3b-Q5_K_M3b-Q6_K3b-Q8_03b-BF16
    6/10 3–7.7 GB VRAM 2 toolsmacOSv0.0.1

  • S3OD

    Lightweight salient-object segmentation. Draw a loose box and it snaps to the object inside — as a mask or a rotated box — in under 1 GB of memory.

    Instance seg.Semantic seg.Oriented boxesbasedissod
    6/10 0.5 GB VRAM 2 toolsmacOSCUDACPUv0.0.1

  • LLMDetby iSEE Lab

    Open-vocabulary detector trained with large-language-model supervision. Type what you are looking for and get bounding boxes.

    Detectiontransformers-largemmdet-tinymmdet-tiny-p5mmdet-basemmdet-large
    4/10 1.4–5 GB VRAM 1 toolmacOSCPUv0.0.1

  • Falcon Perceptionby TII

    TII's compact 600M-parameter perception model. Turns short text prompts into boxes and masks with a small memory footprint.

    DetectionInstance seg.Semantic seg.600m
    2/10 2.5 GB VRAM 2 toolsmacOSCUDACPUv0.1.0

Data from models.boat-annotation.com/index.json, snapshotted at build time.

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