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LibreRTDETRv2r18
LibreYOLO/LibreRTDETRv2r18
LibreRTDETRv2r18 is a object detection model from LibreYOLO. Use it when you need objects located in an image. It is set up for libreyolo. The card lists the license as apache-2.0.
RT-DETRv2 ResNet-18vd COCO detector, repackaged for the LibreYOLO framework.
Access
Public
Updated Jun 27, 2026
Repo size
162 MB
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0
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Repo makeup
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At a glance
- Task
- Object Detection
- Library
- libreyolo
- License
- apache-2.0
- Access
- Public
- Created
- May 30, 2026
- Updated
- Jun 27, 2026
- SHA
- 2a0a1d1c
Model card
From the Hugging Face model README
LibreRTDETRv2r18
RT-DETRv2 ResNet-18_vd COCO detector, repackaged for the LibreYOLO framework.
Source
Derived from https://github.com/lyuwenyu/RT-DETR at commit a21d516aca15da57e65f35c47659c7535ad2b6b3 and upstream checkpoint:
https://github.com/lyuwenyu/storage/releases/download/v0.1/rtdetrv2_r18vd_120e_coco_rerun_48.1.pth.
The ResNet_vd backbone lineage traces to PaddleClas. Both projects are Apache-2.0 licensed.
Modifications
EMA weights were unwrapped, encoder.input_proj keys were remapped from named submodules to LibreYOLO's sequential layout where required, and the checkpoint was saved with LibreYOLO metadata schema v1.0. Learned tensors are unchanged apart from layout-compatible key names.
Validation
This file was validated locally with LibreYOLO checkpoint metadata schema v1.0, loaded through LibreYOLO, and evaluated on coco128.yaml with workers=0, batch=8, conf=0.001, iou=0.6.
| Metric | Value |
|---|---|
| COCO128 mAP50-95 | 0.6321 |
| COCO128 mAP50 | 0.8128 |
| SHA256 | aa51698d1921e34f4e8d026b14bd916721e96d3ab8d0b1e3072a9e7c2fd620d6 |
| File size | 77.4 MB |
License
Apache License 2.0. See the LICENSE and NOTICE files in this repository.
- Task
- Object Detection
- Library
- libreyolo
- License
- apache-2.0
- Created
- May 30, 2026
- Updated
- Jun 27, 2026