BVRA
/

Image Classification
PyTorch
DanishFungi
ecology
fungi
FGVC
picekl commited on
Commit
bf79305
1 Parent(s): 4fff96c

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +8 -8
README.md CHANGED
@@ -13,11 +13,12 @@ license: cc-by-nc-4.0
13
  ## Model Details
14
  - **Model Type:** Danish Fungi Classification
15
  - **Model Stats:**
16
- - Params (M): ??
17
  - Image size: 384 x 384
18
  - **Papers:**
19
- - **Original:** ??
20
- - **Train Dataset:** DF20 --> https://sites.google.com/view/danish-fungi-dataset
 
21
 
22
  ## Model Usage
23
  ### Image Embeddings
@@ -40,18 +41,17 @@ output = model(train_transforms(img).unsqueeze(0))
40
  ## Citation
41
  ```bibtex
42
  @InProceedings{Picek_2022_WACV,
43
- author = {Picek, Luk'a {s} and {S}ulc, Milan and Matas, Ji {r}{'\i} and Jeppesen, Thomas S. and Heilmann-Clausen, Jacob and L{e}ss{\o}e, Thomas and Fr{\o}slev, Tobias},
44
  title = {Danish Fungi 2020 - Not Just Another Image Recognition Dataset},
45
  booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
46
  month = {January},
47
  year = {2022},
48
  pages = {1525-1535}
49
  }
50
- ```
51
- ```bibtex
52
  @article{picek2022automatic,
53
  title={Automatic Fungi Recognition: Deep Learning Meets Mycology},
54
- author={Picek, Luk{'a}{ {s}} and { {S}}ulc, Milan and Matas, Ji{ {r}}{'\i} and Heilmann-Clausen, Jacob and Jeppesen, Thomas S and Lind, Emil},
55
  journal={Sensors},
56
  volume={22},
57
  number={2},
@@ -59,4 +59,4 @@ output = model(train_transforms(img).unsqueeze(0))
59
  year={2022},
60
  publisher={Multidisciplinary Digital Publishing Institute}
61
  }
62
- ```
 
13
  ## Model Details
14
  - **Model Type:** Danish Fungi Classification
15
  - **Model Stats:**
16
+ - Params (M): 50.2M
17
  - Image size: 384 x 384
18
  - **Papers:**
19
+ - **Original 1:** Aggregated Residual Transformations for Deep Neural Networks --> https://arxiv.org/pdf/1611.05431v2
20
+ - **Original 2:** Squeeze-and-Excitation Networks --> https://arxiv.org/pdf/1709.01507v4
21
+ - **Train Dataset:** DF20 --> https://github.com/BohemianVRA/DanishFungiDataset/
22
 
23
  ## Model Usage
24
  ### Image Embeddings
 
41
  ## Citation
42
  ```bibtex
43
  @InProceedings{Picek_2022_WACV,
44
+ author = {Picek, Lukas and Sulc, Milan and Matas, Jiri and Jeppesen, Thomas S. and Heilmann-Clausen, Jacob and L{e}ss{\o}e, Thomas and Fr{\o}slev, Tobias},
45
  title = {Danish Fungi 2020 - Not Just Another Image Recognition Dataset},
46
  booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
47
  month = {January},
48
  year = {2022},
49
  pages = {1525-1535}
50
  }
51
+
 
52
  @article{picek2022automatic,
53
  title={Automatic Fungi Recognition: Deep Learning Meets Mycology},
54
+ author={Picek, Lukas and Sulc, Milan and Matas, Jiri and Heilmann-Clausen, Jacob and Jeppesen, Thomas S and Lind, Emil},
55
  journal={Sensors},
56
  volume={22},
57
  number={2},
 
59
  year={2022},
60
  publisher={Multidisciplinary Digital Publishing Institute}
61
  }
62
+ ```