license: apache-2.0
library_name: libreyolo
tags:
- object-detection
- rt-detr
- rt-detr-v2
- detr
LibreRTDETRv2r101
RT-DETRv2 ResNet-101_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_r101vd_6x_coco_from_paddle.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 | 0.6619 |
| COCO128 mAP50 | 0.8558 |
| SHA256 | 484549b61a44ce6bf75d1997be2f6462eaf024dd8d6a3f3784376631084813df |
| File size | 293.4 MB |
License
Apache License 2.0. See the LICENSE and NOTICE files in this repository.