LibreRTMDets

RTMDet-S COCO detector, repackaged for the LibreYOLO framework.

Source

Derived from https://github.com/open-mmlab/mmdetection at commit cfd5d3a985b0249de009b67d04f37263e11cdf3d and upstream checkpoint: https://download.openmmlab.com/mmdetection/v3.0/rtmdet/rtmdet_s_8xb32-300e_coco/rtmdet_s_8xb32-300e_coco_20220905_161602-387a891e.pth.

Copyright (c) 2018-2023 OpenMMLab. Licensed under the Apache License, Version 2.0.

Modifications

EMA weights were selected from the upstream checkpoint. data_preprocessor.* and batch-tracking buffers were omitted, bbox_head. keys were renamed to head., and the loaded state dict was saved with LibreYOLO checkpoint metadata schema v1.0. Learned model parameters are otherwise preserved.

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	0.5261
COCO128 mAP50	0.7070
SHA256	e352310fc6a8a48b862afbbeaf5ede67002fcdb4a488f87633e2a913a9ccaa85
File size	34.2 MB

License

Apache License 2.0. See the LICENSE and NOTICE files in this repository.