| --- |
| license: apache-2.0 |
| library_name: libreyolo |
| tags: |
| - object-detection |
| - deim |
| - d-fine |
| - detr |
| --- |
| |
| # LibreDEIMm |
|
|
| DEIM-M (HGNetv2 backbone) repackaged for the |
| [LibreYOLO](https://github.com/LibreYOLO/libreyolo) framework. |
|
|
| ## Source |
|
|
| Detector: [Intellindust-AI-Lab/DEIM](https://github.com/Intellindust-AI-Lab/DEIM). |
| Licensed under the Apache License, Version 2.0. Weights derived from |
| upstream `deim_hgnetv2_m_coco.pth` (DEIM-D-FINE-M, 19M params, 52.7 AP). |
|
|
| DEIM reuses the D-FINE architecture |
| ([Peterande/D-FINE](https://github.com/Peterande/D-FINE)) and replaces |
| the classification objective with a Matchability-Aware Loss. |
|
|
| Backbone: HGNetv2 (PP-HGNetV2) from |
| [PaddlePaddle/PaddleClas](https://github.com/PaddlePaddle/PaddleClas). |
| Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. Licensed |
| under the Apache License, Version 2.0. |
|
|
| ## Modifications |
|
|
| Metadata wrap and file rename only. Learned parameters are unchanged. |
| Conversion script: |
| [`weights/convert_deim_weights.py`](https://github.com/LibreYOLO/libreyolo/blob/main/weights/convert_deim_weights.py). |
|
|
| ## License |
|
|
| Apache License 2.0. See the [`LICENSE`](./LICENSE) and [`NOTICE`](./NOTICE) |
| files in this repository. |
|
|
