Update README.md
Browse files
README.md
CHANGED
@@ -13,11 +13,11 @@ license: cc-by-nc-4.0
|
|
13 |
## Model Details
|
14 |
- **Model Type:** Danish Fungi Classification
|
15 |
- **Model Stats:**
|
16 |
-
- Params (M):
|
17 |
- Image size: 299 x 299
|
18 |
- **Papers:**
|
19 |
-
- **Original:**
|
20 |
-
- **Train Dataset:** DF20M --> https://
|
21 |
|
22 |
## Model Usage
|
23 |
### Image Embeddings
|
@@ -39,18 +39,17 @@ output = model(train_transforms(img).unsqueeze(0)) # output is (batch_size, num
|
|
39 |
## Citation
|
40 |
```bibtex
|
41 |
@InProceedings{Picek_2022_WACV,
|
42 |
-
author = {Picek,
|
43 |
title = {Danish Fungi 2020 - Not Just Another Image Recognition Dataset},
|
44 |
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
|
45 |
month = {January},
|
46 |
year = {2022},
|
47 |
pages = {1525-1535}
|
48 |
}
|
49 |
-
|
50 |
-
```bibtex
|
51 |
@article{picek2022automatic,
|
52 |
title={Automatic Fungi Recognition: Deep Learning Meets Mycology},
|
53 |
-
author={Picek,
|
54 |
journal={Sensors},
|
55 |
volume={22},
|
56 |
number={2},
|
|
|
13 |
## Model Details
|
14 |
- **Model Type:** Danish Fungi Classification
|
15 |
- **Model Stats:**
|
16 |
+
- Params (M): 2.5M
|
17 |
- Image size: 299 x 299
|
18 |
- **Papers:**
|
19 |
+
- **Original:** MobileNetV2: Inverted Residuals and Linear Bottlenecks --> https://arxiv.org/pdf/1801.04381
|
20 |
+
- **Train Dataset:** DF20M --> https://github.com/BohemianVRA/DanishFungiDataset
|
21 |
|
22 |
## Model Usage
|
23 |
### Image Embeddings
|
|
|
39 |
## Citation
|
40 |
```bibtex
|
41 |
@InProceedings{Picek_2022_WACV,
|
42 |
+
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},
|
43 |
title = {Danish Fungi 2020 - Not Just Another Image Recognition Dataset},
|
44 |
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
|
45 |
month = {January},
|
46 |
year = {2022},
|
47 |
pages = {1525-1535}
|
48 |
}
|
49 |
+
|
|
|
50 |
@article{picek2022automatic,
|
51 |
title={Automatic Fungi Recognition: Deep Learning Meets Mycology},
|
52 |
+
author={Picek, Lukas and Sulc, Milan and Matas, Jiri and Heilmann-Clausen, Jacob and Jeppesen, Thomas S and Lind, Emil},
|
53 |
journal={Sensors},
|
54 |
volume={22},
|
55 |
number={2},
|