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jz67/
localfirst-vision-detr

Name: localfirst-vision-detr
Availability: InStock

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SMB Inventory Vision DETR

Production DETR-ResNet-50 detectors for SMB Inventory Vision. This is the default backend (INVENTORY_DETECTOR_BACKEND=detr) — better on the merchant shelf scenes this project was tuned for than the optional YOLO extra.

Hub folder	Local path after download	Role
`shelf/`	`models/detr_sku_merchant_v2_neg`	Dense shelf / SKU facings (`num_queries=400`)
`table/`	`models/detr_informal_v1`	Table / counter / single item

These checkpoints are Apache-2.0 (facebook/detr-resnet-50 lineage). YOLO weights in a separate Hub repo are AGPL-3.0.

Draws bounding boxes around product facings. Naming SKUs is a separate catalog-match / OCR / Gemini stage in the server.

Files (and nothing else)

Each folder is a transformers DetrForObjectDetection directory:

config.json
preprocessor_config.json
model.safetensors

Training metadata that listed private merchant photo stems is not included.

SHA256: see SHA256SUMS.

Download

python scripts/download-detr-weights.py

Or from this repo:

python

from huggingface_hub import snapshot_download
snapshot_download("jz67/localfirst-vision-detr", repo_type="model")

Intended use

Small-business inventory photos (shelf, counter, one item). Not a general COCO detector. Not for identifying people.