Update app.py
Browse files
app.py
CHANGED
@@ -113,7 +113,7 @@ gr.Interface(
|
|
113 |
with a pixel resolution of 50 cm. The total size of the total area of the dataset is equivalent to 10716.9 square kilometers.
|
114 |
|
115 |
This deep learning project was conducted while I collaborated with the Omdena Team on Seagrass detection challenge in 2024,
|
116 |
-
I trained on 803 images and their segmentation masks (with split of 80/20%). For
|
117 |
the basic 4-blocks U-net CNN, VGG16 U-Net, Resnet50 U-net and Efficient Net U-net. Then, I built an ensemble model that achieved a
|
118 |
validation accuracy of about 75% and dice score of about 0.6.
|
119 |
''',
|
|
|
113 |
with a pixel resolution of 50 cm. The total size of the total area of the dataset is equivalent to 10716.9 square kilometers.
|
114 |
|
115 |
This deep learning project was conducted while I collaborated with the Omdena Team on Seagrass detection challenge in 2024,
|
116 |
+
I trained on 803 images and their segmentation masks (with split of 80/20%). For this multilabel segmentation task, we trained 4 models,
|
117 |
the basic 4-blocks U-net CNN, VGG16 U-Net, Resnet50 U-net and Efficient Net U-net. Then, I built an ensemble model that achieved a
|
118 |
validation accuracy of about 75% and dice score of about 0.6.
|
119 |
''',
|