Object Detection
ONNX
libreyolo
tinyformer
Xuban commited on
Commit
e5b1490
·
verified ·
1 Parent(s): 77422d2

Initial upload

Browse files
Files changed (5) hide show
  1. LICENSE +280 -0
  2. LibreTinyFormerl.onnx +3 -0
  3. LibreTinyFormerl.pt +3 -0
  4. NOTICE +18 -0
  5. README.md +60 -0
LICENSE ADDED
@@ -0,0 +1,280 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ===== TinyFormer (Apache License 2.0) =====
2
+
3
+ Copyright (C) 2026 AICVlab, National Yang Ming Chiao Tung University (NYCU).
4
+ Copyright (C) INTELLINDUST INFORMATION TECHNOLOGY (SHENZHEN) CO., LTD. and all its affiliates.
5
+
6
+ DEIM is licensed under the Apache License.
7
+
8
+ A copy of the Apache License License is included in this file.
9
+
10
+
11
+ Apache License
12
+ Version 2.0, January 2004
13
+ http://www.apache.org/licenses/
14
+
15
+ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
16
+
17
+ 1. Definitions.
18
+
19
+ "License" shall mean the terms and conditions for use, reproduction,
20
+ and distribution as defined by Sections 1 through 9 of this document.
21
+
22
+ "Licensor" shall mean the copyright owner or entity authorized by
23
+ the copyright owner that is granting the License.
24
+
25
+ "Legal Entity" shall mean the union of the acting entity and all
26
+ other entities that control, are controlled by, or are under common
27
+ control with that entity. For the purposes of this definition,
28
+ "control" means (i) the power, direct or indirect, to cause the
29
+ direction or management of such entity, whether by contract or
30
+ otherwise, or (ii) ownership of fifty percent (50%) or more of the
31
+ outstanding shares, or (iii) beneficial ownership of such entity.
32
+
33
+ "You" (or "Your") shall mean an individual or Legal Entity
34
+ exercising permissions granted by this License.
35
+
36
+ "Source" form shall mean the preferred form for making modifications,
37
+ including but not limited to software source code, documentation
38
+ source, and configuration files.
39
+
40
+ "Object" form shall mean any form resulting from mechanical
41
+ transformation or translation of a Source form, including but
42
+ not limited to compiled object code, generated documentation,
43
+ and conversions to other media types.
44
+
45
+ "Work" shall mean the work of authorship, whether in Source or
46
+ Object form, made available under the License, as indicated by a
47
+ copyright notice that is included in or attached to the work
48
+ (an example is provided in the Appendix below).
49
+
50
+ "Derivative Works" shall mean any work, whether in Source or Object
51
+ form, that is based on (or derived from) the Work and for which the
52
+ editorial revisions, annotations, elaborations, or other modifications
53
+ represent, as a whole, an original work of authorship. For the purposes
54
+ of this License, Derivative Works shall not include works that remain
55
+ separable from, or merely link (or bind by name) to the interfaces of,
56
+ the Work and Derivative Works thereof.
57
+
58
+ "Contribution" shall mean any work of authorship, including
59
+ the original version of the Work and any modifications or additions
60
+ to that Work or Derivative Works thereof, that is intentionally
61
+ submitted to Licensor for inclusion in the Work by the copyright owner
62
+ or by an individual or Legal Entity authorized to submit on behalf of
63
+ the copyright owner. For the purposes of this definition, "submitted"
64
+ means any form of electronic, verbal, or written communication sent
65
+ to the Licensor or its representatives, including but not limited to
66
+ communication on electronic mailing lists, source code control systems,
67
+ and issue tracking systems that are managed by, or on behalf of, the
68
+ Licensor for the purpose of discussing and improving the Work, but
69
+ excluding communication that is conspicuously marked or otherwise
70
+ designated in writing by the copyright owner as "Not a Contribution."
71
+
72
+ "Contributor" shall mean Licensor and any individual or Legal Entity
73
+ on behalf of whom a Contribution has been received by Licensor and
74
+ subsequently incorporated within the Work.
75
+
76
+ 2. Grant of Copyright License. Subject to the terms and conditions of
77
+ this License, each Contributor hereby grants to You a perpetual,
78
+ worldwide, non-exclusive, no-charge, royalty-free, irrevocable
79
+ copyright license to reproduce, prepare Derivative Works of,
80
+ publicly display, publicly perform, sublicense, and distribute the
81
+ Work and such Derivative Works in Source or Object form.
82
+
83
+ 3. Grant of Patent License. Subject to the terms and conditions of
84
+ this License, each Contributor hereby grants to You a perpetual,
85
+ worldwide, non-exclusive, no-charge, royalty-free, irrevocable
86
+ (except as stated in this section) patent license to make, have made,
87
+ use, offer to sell, sell, import, and otherwise transfer the Work,
88
+ where such license applies only to those patent claims licensable
89
+ by such Contributor that are necessarily infringed by their
90
+ Contribution(s) alone or by combination of their Contribution(s)
91
+ with the Work to which such Contribution(s) was submitted. If You
92
+ institute patent litigation against any entity (including a
93
+ cross-claim or counterclaim in a lawsuit) alleging that the Work
94
+ or a Contribution incorporated within the Work constitutes direct
95
+ or contributory patent infringement, then any patent licenses
96
+ granted to You under this License for that Work shall terminate
97
+ as of the date such litigation is filed.
98
+
99
+ 4. Redistribution. You may reproduce and distribute copies of the
100
+ Work or Derivative Works thereof in any medium, with or without
101
+ modifications, and in Source or Object form, provided that You
102
+ meet the following conditions:
103
+
104
+ (a) You must give any other recipients of the Work or
105
+ Derivative Works a copy of this License; and
106
+
107
+ (b) You must cause any modified files to carry prominent notices
108
+ stating that You changed the files; and
109
+
110
+ (c) You must retain, in the Source form of any Derivative Works
111
+ that You distribute, all copyright, patent, trademark, and
112
+ attribution notices from the Source form of the Work,
113
+ excluding those notices that do not pertain to any part of
114
+ the Derivative Works; and
115
+
116
+ (d) If the Work includes a "NOTICE" text file as part of its
117
+ distribution, then any Derivative Works that You distribute must
118
+ include a readable copy of the attribution notices contained
119
+ within such NOTICE file, excluding those notices that do not
120
+ pertain to any part of the Derivative Works, in at least one
121
+ of the following places: within a NOTICE text file distributed
122
+ as part of the Derivative Works; within the Source form or
123
+ documentation, if provided along with the Derivative Works; or,
124
+ within a display generated by the Derivative Works, if and
125
+ wherever such third-party notices normally appear. The contents
126
+ of the NOTICE file are for informational purposes only and
127
+ do not modify the License. You may add Your own attribution
128
+ notices within Derivative Works that You distribute, alongside
129
+ or as an addendum to the NOTICE text from the Work, provided
130
+ that such additional attribution notices cannot be construed
131
+ as modifying the License.
132
+
133
+ You may add Your own copyright statement to Your modifications and
134
+ may provide additional or different license terms and conditions
135
+ for use, reproduction, or distribution of Your modifications, or
136
+ for any such Derivative Works as a whole, provided Your use,
137
+ reproduction, and distribution of the Work otherwise complies with
138
+ the conditions stated in this License.
139
+
140
+ 5. Submission of Contributions. Unless You explicitly state otherwise,
141
+ any Contribution intentionally submitted for inclusion in the Work
142
+ by You to the Licensor shall be under the terms and conditions of
143
+ this License, without any additional terms or conditions.
144
+ Notwithstanding the above, nothing herein shall supersede or modify
145
+ the terms of any separate license agreement you may have executed
146
+ with Licensor regarding such Contributions.
147
+
148
+ 6. Trademarks. This License does not grant permission to use the trade
149
+ names, trademarks, service marks, or product names of the Licensor,
150
+ except as required for reasonable and customary use in describing the
151
+ origin of the Work and reproducing the content of the NOTICE file.
152
+
153
+ 7. Disclaimer of Warranty. Unless required by applicable law or
154
+ agreed to in writing, Licensor provides the Work (and each
155
+ Contributor provides its Contributions) on an "AS IS" BASIS,
156
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
157
+ implied, including, without limitation, any warranties or conditions
158
+ of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
159
+ PARTICULAR PURPOSE. You are solely responsible for determining the
160
+ appropriateness of using or redistributing the Work and assume any
161
+ risks associated with Your exercise of permissions under this License.
162
+
163
+ 8. Limitation of Liability. In no event and under no legal theory,
164
+ whether in tort (including negligence), contract, or otherwise,
165
+ unless required by applicable law (such as deliberate and grossly
166
+ negligent acts) or agreed to in writing, shall any Contributor be
167
+ liable to You for damages, including any direct, indirect, special,
168
+ incidental, or consequential damages of any character arising as a
169
+ result of this License or out of the use or inability to use the
170
+ Work (including but not limited to damages for loss of goodwill,
171
+ work stoppage, computer failure or malfunction, or any and all
172
+ other commercial damages or losses), even if such Contributor
173
+ has been advised of the possibility of such damages.
174
+
175
+ 9. Accepting Warranty or Additional Liability. While redistributing
176
+ the Work or Derivative Works thereof, You may choose to offer,
177
+ and charge a fee for, acceptance of support, warranty, indemnity,
178
+ or other liability obligations and/or rights consistent with this
179
+ License. However, in accepting such obligations, You may act only
180
+ on Your own behalf and on Your sole responsibility, not on behalf
181
+ of any other Contributor, and only if You agree to indemnify,
182
+ defend, and hold each Contributor harmless for any liability
183
+ incurred by, or claims asserted against, such Contributor by reason
184
+ of your accepting any such warranty or additional liability.
185
+
186
+ END OF TERMS AND CONDITIONS
187
+
188
+ APPENDIX: How to apply the Apache License to your work.
189
+
190
+ To apply the Apache License to your work, attach the following
191
+ boilerplate notice, with the fields enclosed by brackets "[]"
192
+ replaced with your own identifying information. (Don't include
193
+ the brackets!) The text should be enclosed in the appropriate
194
+ comment syntax for the file format. We also recommend that a
195
+ file or class name and description of purpose be included on the
196
+ same "printed page" as the copyright notice for easier
197
+ identification within third-party archives.
198
+
199
+ Copyright [yyyy] [name of copyright owner]
200
+
201
+ Licensed under the Apache License, Version 2.0 (the "License");
202
+ you may not use this file except in compliance with the License.
203
+ You may obtain a copy of the License at
204
+
205
+ http://www.apache.org/licenses/LICENSE-2.0
206
+
207
+ Unless required by applicable law or agreed to in writing, software
208
+ distributed under the License is distributed on an "AS IS" BASIS,
209
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
210
+ See the License for the specific language governing permissions and
211
+ limitations under the License.
212
+
213
+ ===== DINOv3 License =====
214
+
215
+ # DINOv3 License
216
+
217
+ *Last Updated: August 19, 2025*
218
+
219
+ **“Agreement”** means the terms and conditions for use, reproduction, distribution and modification of the DINO Materials set forth herein.
220
+
221
+ **“DINO Materials”** means, collectively, Documentation and the models, software and algorithms, including machine-learning model code, trained model weights, inference-enabling code, training-enabling code, fine-tuning enabling code, and other elements of the foregoing distributed by Meta and made available under this Agreement.
222
+
223
+ **“Documentation”** means the specifications, manuals and documentation accompanying
224
+ DINO Materials distributed by Meta.
225
+
226
+ **“Licensee”** or **“you”** means you, or your employer or any other person or entity (if you are entering into this Agreement on such person or entity’s behalf), of the age required under applicable laws, rules or regulations to provide legal consent and that has legal authority to bind your employer or such other person or entity if you are entering in this Agreement on their behalf.
227
+
228
+ **“Meta”** or **“we”** means Meta Platforms Ireland Limited (if you are located in or, if you are an entity, your principal place of business is in the EEA or Switzerland) or Meta Platforms, Inc. (if you are located outside of the EEA or Switzerland).
229
+
230
+ **“Sanctions”** means any economic or trade sanctions or restrictions administered or enforced by the United States (including the Office of Foreign Assets Control of the U.S. Department of the Treasury (“OFAC”), the U.S. Department of State and the U.S. Department of Commerce), the United Nations, the European Union, or the United Kingdom.
231
+
232
+ **“Trade Controls”** means any of the following: Sanctions and applicable export and import controls.
233
+
234
+ By clicking “I Accept” below or by using or distributing any portion or element of the DINO Materials, you agree to be bound by this Agreement.
235
+
236
+ ## 1. License Rights and Redistribution.
237
+
238
+ a. <ins>Grant of Rights</ins>. You are granted a non-exclusive, worldwide, non-transferable and royalty-free limited license under Meta’s intellectual property or other rights owned by Meta embodied in the DINO Materials to use, reproduce, distribute, copy, create derivative works of, and make modifications to the DINO Materials.
239
+
240
+ b. <ins>Redistribution and Use</ins>.
241
+
242
+ i. Distribution of DINO Materials, and any derivative works thereof, are subject to the terms of this Agreement. If you distribute or make the DINO Materials, or any derivative works thereof, available to a third party, you may only do so under the terms of this Agreement and you shall provide a copy of this Agreement with any such DINO Materials.
243
+
244
+ ii. If you submit for publication the results of research you perform on, using, or otherwise in connection with DINO Materials, you must acknowledge the use of DINO Materials in your publication.
245
+
246
+ iii. Your use of the DINO Materials must comply with applicable laws and regulations, including Trade Control Laws and applicable privacy and data protection laws.
247
+
248
+ iv. Your use of the DINO Materials will not involve or encourage others to reverse engineer, decompile or discover the underlying components of the DINO Materials.
249
+
250
+ v. You are not the target of Trade Controls and your use of DINO Materials must comply with Trade Controls. You agree not to use, or permit others to use, DINO Materials for any activities subject to the International Traffic in Arms Regulations (ITAR) or end uses prohibited by Trade Controls, including those related to military or warfare purposes, nuclear industries or applications, espionage, or the development or use of guns or illegal weapons.
251
+
252
+ ## 2. User Support.
253
+
254
+ Your use of the DINO Materials is done at your own discretion; Meta does not process any information nor provide any service in relation to such use. Meta is under no obligation to provide any support services for the DINO Materials. Any support provided is “as is”, “with all faults”, and without warranty of any kind.
255
+
256
+ ## 3. Disclaimer of Warranty.
257
+
258
+ UNLESS REQUIRED BY APPLICABLE LAW, THE DINO MATERIALS AND ANY OUTPUT AND RESULTS THEREFROM ARE PROVIDED ON AN “AS IS” BASIS, WITHOUT WARRANTIES OF ANY KIND, AND META DISCLAIMS ALL WARRANTIES OF ANY KIND, BOTH EXPRESS AND IMPLIED, INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OF TITLE, NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE. YOU ARE SOLELY RESPONSIBLE FOR DETERMINING THE APPROPRIATENESS OF USING OR REDISTRIBUTING THE DINO MATERIALS AND ASSUME ANY RISKS ASSOCIATED WITH YOUR USE OF THE DINO MATERIALS AND ANY OUTPUT AND RESULTS.
259
+
260
+ ## 4. Limitation of Liability.
261
+
262
+ IN NO EVENT WILL META OR ITS AFFILIATES BE LIABLE UNDER ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, TORT, NEGLIGENCE, PRODUCTS LIABILITY, OR OTHERWISE, ARISING OUT OF THIS AGREEMENT, FOR ANY LOST PROFITS OR ANY DIRECT OR INDIRECT, SPECIAL, CONSEQUENTIAL, INCIDENTAL, EXEMPLARY OR PUNITIVE DAMAGES, EVEN IF META OR ITS AFFILIATES HAVE BEEN ADVISED OF THE POSSIBILITY OF ANY OF THE FOREGOING.
263
+
264
+ ## 5. Intellectual Property.
265
+
266
+ a. Subject to Meta’s ownership of DINO Materials and derivatives made by or for Meta, with respect to any derivative works and modifications of the DINO Materials that are made by you, as between you and Meta, you are and will be the owner of such derivative works and modifications.
267
+
268
+ b. If you institute litigation or other proceedings against Meta or any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the DINO Materials, outputs or results, or any portion of any of the foregoing, constitutes infringement of intellectual property or other rights owned or licensable by you, then any licenses granted to you under this Agreement shall terminate as of the date such litigation or claim is filed or instituted. You will indemnify and hold harmless Meta from and against any claim by any third party arising out of or related to your use or distribution of the DINO Materials.
269
+
270
+ ## 6. Term and Termination.
271
+
272
+ The term of this Agreement will commence upon your acceptance of this Agreement or access to the DINO Materials and will continue in full force and effect until terminated in accordance with the terms and conditions herein. Meta may terminate this Agreement if you are in breach of any term or condition of this Agreement. Upon termination of this Agreement, you shall delete and cease use of the DINO Materials. Sections 3, 4 and 7 shall survive the termination of this Agreement.
273
+
274
+ ## 7. Governing Law and Jurisdiction.
275
+
276
+ This Agreement will be governed and construed under the laws of the State of California without regard to choice of law principles, and the UN Convention on Contracts for the International Sale of Goods does not apply to this Agreement. The courts of California shall have exclusive jurisdiction of any dispute arising out of this Agreement.
277
+
278
+ ## 8. Modifications and Amendments.
279
+
280
+ Meta may modify this Agreement from time to time; provided that they are similar in spirit to the current version of the Agreement, but may differ in detail to address new problems or concerns. All such changes will be effective immediately. Your continued use of the DINO Materials after any modification to this Agreement constitutes your agreement to such modification. Except as provided in this Agreement, no modification or addition to any provision of this Agreement will be binding unless it is in writing and signed by an authorized representative of both you and Meta.
LibreTinyFormerl.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d5cd03a898863aaf9d35fc30176b3b0ae228051e6fabca377e13a5e1d790dd25
3
+ size 136193104
LibreTinyFormerl.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1335399aac84965c9a15edb75a90210f5ba98a0a256966ceb6076544c4d88b27
3
+ size 136576845
NOTICE ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ LibreTinyFormer weights
2
+ -----------------------
3
+
4
+ This product contains weights derived from TinyFormer
5
+ (https://github.com/mmpmmpmmpjosh/TinyFormer).
6
+ Copyright (C) 2026 AICVlab, National Yang Ming Chiao Tung University (NYCU).
7
+ Licensed under the Apache License, Version 2.0.
8
+ TinyFormer builds on DEIMv2 (https://github.com/Intellindust-AI-Lab/DEIMv2),
9
+ Copyright (C) Intellindust Information Technology (Shenzhen) Co., Ltd.,
10
+ also licensed under the Apache License, Version 2.0.
11
+
12
+ The backbone parameters in this checkpoint are derived from DINOv3
13
+ (https://github.com/facebookresearch/dinov3).
14
+ Copyright (c) Meta Platforms, Inc. and affiliates.
15
+ Licensed under the DINOv3 License
16
+ (https://ai.meta.com/resources/models-and-libraries/dinov3-license/).
17
+ The DINOv3 license text is included alongside the Apache License in the
18
+ LICENSE file in this repository.
README.md ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: other
3
+ license_name: tinyformer-dinov3
4
+ license_link: LICENSE
5
+ library_name: libreyolo
6
+ tags:
7
+ - object-detection
8
+ - tinyformer
9
+ ---
10
+
11
+ # LibreTinyFormerl
12
+
13
+ TinyFormer-L-PBM detection weights, repackaged for LibreYOLO.
14
+ TinyFormer ("TinyFormer: Preserving Tiny Objects in YOLO-DETR Hybrid
15
+ Real-time Detectors", arXiv:2605.25046) is a DEIMv2-derived YOLO-DETR hybrid
16
+ specialised for tiny objects via a Spatial Semantic Adapter and a 4-scale
17
+ Parallel Bi-fusion neck. This size runs on a finetuned DINOv3 ViT-S/16 tower.
18
+
19
+ Reported COCO val2017 mAP50-95: **56.8**.
20
+
21
+ ## Usage
22
+
23
+ ```python
24
+ from libreyolo import LibreYOLO
25
+
26
+ model = LibreYOLO("LibreTinyFormerl.pt") # auto-downloads from this repo
27
+ results = model.predict("image.jpg")
28
+ ```
29
+
30
+ ## Source
31
+
32
+ Derived from [mmpmmpmmpjosh/TinyFormer](https://github.com/mmpmmpmmpjosh/TinyFormer)
33
+ at commit [`9075d9f`](https://github.com/mmpmmpmmpjosh/TinyFormer/commit/9075d9fdf5ce989ca3c7e830a780dfc7fbbe4ec1),
34
+ sourced from the official [Google Drive checkpoint mirror](https://drive.google.com/drive/folders/1yIsUO14g5EyTFRbDeISoNJSDqNeSgT5o).
35
+ Copyright (C) 2026 AICVlab, National Yang Ming Chiao Tung University (NYCU).
36
+ The TinyFormer codebase is licensed under the Apache License, Version 2.0
37
+ (DEIM/DEIMv2 lineage).
38
+
39
+ The backbone parameters derive from
40
+ [facebookresearch/dinov3](https://github.com/facebookresearch/dinov3)
41
+ (a finetuned DINOv3 ViT-S/16 tower) and are licensed under the
42
+ [DINOv3 License](https://ai.meta.com/resources/models-and-libraries/dinov3-license/).
43
+ Because this checkpoint bundles DINOv3-derived parameters, the combined
44
+ distribution is governed by the terms of both licenses.
45
+
46
+ ## Modifications
47
+
48
+ Checkpoint metadata wrapping only — learned parameters are unchanged (the EMA
49
+ weights of the released solver checkpoint). The wrapper adds ``model_family``,
50
+ ``size``, ``nc``, and ``names`` fields so the unified ``LibreYOLO()`` factory
51
+ routes correctly without filename heuristics.
52
+ See `weights/convert_tinyformer_weights.py` in the
53
+ [LibreYOLO source repository](https://github.com/LibreYOLO/libreyolo).
54
+
55
+ ## License
56
+
57
+ Dual-licensed: Apache License 2.0 (TinyFormer/DEIMv2 components) and the
58
+ DINOv3 License (backbone parameters). The combined LICENSE file in this
59
+ repository contains both license texts. See also [`NOTICE`](./NOTICE) for
60
+ attribution detail.