| ---
|
| license: apache-2.0
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| library_name: libreyolo
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| tags:
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| - object-detection
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| - rtmdet
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| - mmdetection
|
| ---
|
|
|
| # LibreRTMDett
|
|
|
| RTMDet-Tiny COCO detector, repackaged for the [LibreYOLO](https://github.com/LibreYOLO/libreyolo) framework.
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|
|
| ## Source
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|
|
| Derived from [https://github.com/open-mmlab/mmdetection](https://github.com/open-mmlab/mmdetection) at commit `cfd5d3a985b0249de009b67d04f37263e11cdf3d` and upstream checkpoint:
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| `https://download.openmmlab.com/mmdetection/v3.0/rtmdet/rtmdet_tiny_8xb32-300e_coco/rtmdet_tiny_8xb32-300e_coco_20220902_112414-78e30dcc.pth`.
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|
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| Copyright (c) 2018-2023 OpenMMLab. Licensed under the Apache License, Version 2.0.
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|
|
| ## 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.
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|
|
| ## Validation
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|
|
| 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`.
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|
|
| | Metric | Value |
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| |---|---:|
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| | COCO128 mAP50-95 | 0.5127 |
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| | COCO128 mAP50 | 0.6802 |
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| | SHA256 | `79b8a0b1e22b100e36a5591b24a1a97eae2fc3f29ad73cb4809d8c9c6cd19a52` |
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| | File size | 18.9 MB |
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|
|
| ## License
|
|
|
| Apache License 2.0. See the [`LICENSE`](./LICENSE) and [`NOTICE`](./NOTICE) files in this repository.
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|
|
