license: apache-2.0
library_name: libreyolo
tags:
- object-detection
- damo-yolo
LibreDAMOYOLOnm
DAMO-YOLO-Nm (TinyNAS_mob backbone with depthwise + GiraffeNeckV2 with depthwise + ZeroHead with GFL/DFL, reg_max=7, last_kernel_size=1). 2.7M params, 416x416 input, repackaged for LibreYOLO.
COCO val 2017 mAP: 0.382 (per upstream README, at 416x416 input).
Source
Derived from tinyvision/DAMO-YOLO
at commit 319572e.
The original damoyolo_nano_middle.pth checkpoint was hosted on
Alibaba's Aliyun bucket which is now offline. This weight was recovered
from the Internet Archive's Wayback Machine,
snapshot 20250307203300. Upstream only ever published the
release_model/ckpt/before_distill/ flavor of the Nano series; no
post-distill nano weights exist.
Copyright (c) 2021-2022 Alibaba Group Holding Limited. Licensed under the Apache License, Version 2.0.
Modifications
File rename only. damoyolo_nano_middle.pth is bit-identical to
LibreDAMOYOLOnm.pt. LibreYOLO's nn.Module class hierarchy mirrors
upstream's exactly so model.load_state_dict(...) is strict.
End-to-end bit-exact parity with upstream's pipeline verified at the backbone, neck, and head output level (0.0 absolute difference on identical input).
See libreyolo/models/damoyolo/ in the
LibreYOLO source repository
for the architecture port.
License
Apache License 2.0. See the LICENSE and
NOTICE files in this repository.