Update README.md
Browse files
README.md
CHANGED
|
@@ -18,21 +18,67 @@ This modelcard aims to be a base template for new models. It has been generated
|
|
| 18 |
|
| 19 |
|
| 20 |
|
| 21 |
-
- **Developed by:**
|
| 22 |
-
- **Funded by [optional]:**
|
| 23 |
-
- **Shared by [optional]:**
|
| 24 |
-
- **Model type:**
|
| 25 |
-
- **
|
| 26 |
-
|
| 27 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 28 |
|
| 29 |
### Model Sources [optional]
|
| 30 |
|
| 31 |
<!-- Provide the basic links for the model. -->
|
| 32 |
|
| 33 |
-
- **Repository:** [
|
| 34 |
-
- **Paper
|
| 35 |
-
- **Demo [optional]:** [More Information Needed]
|
| 36 |
|
| 37 |
## Uses
|
| 38 |
|
|
@@ -155,7 +201,7 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
|
|
| 155 |
|
| 156 |
### Model Architecture and Objective
|
| 157 |
|
| 158 |
-
|
| 159 |
|
| 160 |
### Compute Infrastructure
|
| 161 |
|
|
@@ -169,17 +215,18 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
|
|
| 169 |
|
| 170 |
[More Information Needed]
|
| 171 |
|
| 172 |
-
## Citation
|
| 173 |
-
|
| 174 |
-
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 175 |
|
| 176 |
**BibTeX:**
|
| 177 |
|
| 178 |
-
|
| 179 |
-
|
| 180 |
-
|
| 181 |
-
|
| 182 |
-
|
|
|
|
|
|
|
|
|
|
| 183 |
|
| 184 |
## Glossary [optional]
|
| 185 |
|
|
@@ -191,10 +238,10 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
|
|
| 191 |
|
| 192 |
[More Information Needed]
|
| 193 |
|
| 194 |
-
## Model Card
|
| 195 |
|
| 196 |
-
|
| 197 |
|
| 198 |
## Model Card Contact
|
| 199 |
|
| 200 |
-
|
|
|
|
| 18 |
|
| 19 |
|
| 20 |
|
| 21 |
+
- **Developed by:** Martin Knoche
|
| 22 |
+
- **Funded by [optional]:** Technical University of Munich
|
| 23 |
+
- **Shared by [optional]:** Martin Knoche
|
| 24 |
+
- **Model type:** Convolutional Neural Network
|
| 25 |
+
- **License:**
|
| 26 |
+
Original Work:
|
| 27 |
+
|
| 28 |
+
MIT License
|
| 29 |
+
|
| 30 |
+
Copyright (c) 2022 Zhong Yaoyao
|
| 31 |
+
|
| 32 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy
|
| 33 |
+
of this software and associated documentation files (the "Software"), to deal
|
| 34 |
+
in the Software without restriction, including without limitation the rights
|
| 35 |
+
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
| 36 |
+
copies of the Software, and to permit persons to whom the Software is
|
| 37 |
+
furnished to do so, subject to the following conditions:
|
| 38 |
+
|
| 39 |
+
The above copyright notice and this permission notice shall be included in all
|
| 40 |
+
copies or substantial portions of the Software.
|
| 41 |
+
|
| 42 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
| 43 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
| 44 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
| 45 |
+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
| 46 |
+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
| 47 |
+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
| 48 |
+
SOFTWARE.
|
| 49 |
+
|
| 50 |
+
Changes in Code, Finetuning etc. are also under MIT License:
|
| 51 |
+
|
| 52 |
+
MIT License
|
| 53 |
+
|
| 54 |
+
Copyright (c) 2023 Martin Knoche
|
| 55 |
+
|
| 56 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy
|
| 57 |
+
of this software and associated documentation files (the "Software"), to deal
|
| 58 |
+
in the Software without restriction, including without limitation the rights
|
| 59 |
+
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
| 60 |
+
copies of the Software, and to permit persons to whom the Software is
|
| 61 |
+
furnished to do so, subject to the following conditions:
|
| 62 |
+
|
| 63 |
+
The above copyright notice and this permission notice shall be included in all
|
| 64 |
+
copies or substantial portions of the Software.
|
| 65 |
+
|
| 66 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
| 67 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
| 68 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
| 69 |
+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
| 70 |
+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
| 71 |
+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
| 72 |
+
SOFTWARE.
|
| 73 |
+
|
| 74 |
+
- **Finetuned from model:** [FaceTransformer](https://github.com/zhongyy/Face-Transformer)
|
| 75 |
|
| 76 |
### Model Sources [optional]
|
| 77 |
|
| 78 |
<!-- Provide the basic links for the model. -->
|
| 79 |
|
| 80 |
+
- **Repository:** [GitHub](github.com/martlgap/octuplet-loss)
|
| 81 |
+
- **Paper:** [IEEExplore](https://ieeexplore.ieee.org/document/10042669)
|
|
|
|
| 82 |
|
| 83 |
## Uses
|
| 84 |
|
|
|
|
| 201 |
|
| 202 |
### Model Architecture and Objective
|
| 203 |
|
| 204 |
+
Vision Transformer Network
|
| 205 |
|
| 206 |
### Compute Infrastructure
|
| 207 |
|
|
|
|
| 215 |
|
| 216 |
[More Information Needed]
|
| 217 |
|
| 218 |
+
## Citation
|
|
|
|
|
|
|
| 219 |
|
| 220 |
**BibTeX:**
|
| 221 |
|
| 222 |
+
@inproceedings{knoche2023octuplet,
|
| 223 |
+
title={Octuplet loss: Make face recognition robust to image resolution},
|
| 224 |
+
author={Knoche, Martin and Elkadeem, Mohamed and H{\"o}rmann, Stefan and Rigoll, Gerhard},
|
| 225 |
+
booktitle={2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG)},
|
| 226 |
+
pages={1--8},
|
| 227 |
+
year={2023},
|
| 228 |
+
organization={IEEE}
|
| 229 |
+
}
|
| 230 |
|
| 231 |
## Glossary [optional]
|
| 232 |
|
|
|
|
| 238 |
|
| 239 |
[More Information Needed]
|
| 240 |
|
| 241 |
+
## Model Card Author
|
| 242 |
|
| 243 |
+
Martin Knoche
|
| 244 |
|
| 245 |
## Model Card Contact
|
| 246 |
|
| 247 |
+
Martin.Knoche@tum.de
|