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HanClinto
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CollectorVision

CollectorVision
onnxruntime
model-registry
Model card Files
xet
 Community
How to use from the
Use from the
CollectorVision library
pip install git+https://github.com/HanClinto/CollectorVision huggingface_hub
from huggingface_hub import hf_hub_download
import collector_vision as cvg

checkpoint = hf_hub_download(repo_id="HanClinto/CollectorVision", filename="model.onnx")

# Detector models, such as Cornelius:
detector = cvg.NeuralCornerDetector(checkpoint)

# Embedder models, such as Milo:
embedder = cvg.NeuralEmbedder(checkpoint)

CollectorVision Artifact Registry

This repository is the canonical registry for CollectorVision model artifacts. It contains metadata only; model binaries remain in their architecture-family repositories, such as HanClinto/cornelius and HanClinto/milo.

registry.json contains exact model records with immutable Hugging Face commit revisions, file names, byte sizes, and SHA-256 digests. Its stable and testing channels map a model family to a supported exact model ID.

Clients may cache the registry and refresh it periodically. They must download model artifacts from the recorded immutable revision and verify the SHA-256 digest before using the file.

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