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ortizeg/
basketball-rfdetr-s-560

Name: basketball-rfdetr-s-560
Availability: InStock

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rfdetr-s-560

RF-DETR-Small (v2), a real-time transformer detector fine-tuned on the basketball dataset. Its resolution is LOCKED at 560 (the official-eval ONNX export is 560x560; do not rename to 640). No published basketball test-set score exists for this checkpoint at authoring time.

Metrics

Measured on basketball-player-detection-3 (test split), via the object-detection-eval harness.

Metric	5-class	10-class
mAP@50:95	—	—
mAP@50	—	—

Preprocessing

Resize: square (alignment: none)
Normalize: mean_std
Channel order: RGB
Input shape: (3, 560, 560) (float32)

Provenance

Source repo: https://github.com/roboflow/rf-detr
Command: see docs/provenance/training-runs.md#rfdetr-s-560

Usage

This ONNX file is one of the 7-model roster benchmarked in object-detection-eval. Load it through the registry for verified, hash-checked download and the exact preprocessing recipe above:

python

from object_detection_eval.registry import ModelRegistry, download_weights

registry = ModelRegistry.from_directory("registry")
card = registry.get("rfdetr-s-560")
weights_path = download_weights(card)

ortizeg/basketball-rfdetr-s-560