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    Models/Image Segmentation/shi-labs/oneformer_ade20k_swin_tiny
    Image Segmentationtransformersmit

    oneformer_ade20k_swin_tiny

    by shi-labs

    99Kdl/month
    17likes
    Identifier
    Model ID
    shi-labs/oneformer_ade20k_swin_tiny

    Tags

    transformerspytorchoneformervisionimage-segmentationdataset:scene_parse_150arxiv:2211.06220license:mitendpoints_compatibleregion:usdeploy:azure

    Use oneformer_ade20k_swin_tiny on Mixpeek

    Build multimodal processing pipelines with this model and others. Extract features, run inference, and set up retrieval in Mixpeek Studio.

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    How It Runs on Mixpeek

    On Mixpeek, oneformer_ade20k_swin_tiny runs as a managed extractor inside a processing pipeline. Point a bucket of image segmentation data at it, and Mixpeek handles GPU provisioning, batching, retries, and writing the outputs into a vector store you can query.

    Extractor outputs land in the Mixpeek Vector Store (MVS), where you can combine them with retrieval, reranking, and filter stages to build end-to-end search and agent-perception pipelines, no model-serving infrastructure to maintain.