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Ali Farahmand
Senior CS Capstone
Commits
438241d2
Commit
438241d2
authored
Mar 23, 2021
by
AF3
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updates to readme
parent
b4a1dd1f
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README.md
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438241d2
...
...
@@ -5,11 +5,15 @@ Link to dataset: https://www.kaggle.com/c/histopathologic-cancer-detection/overv
Dataset is also available at:
```
bash
cluster.cs.earlham.edu/eccs/home/afarah18/488/markI/histopathologic-cancer-detection
cluster.cs.earlham.edu
:
/eccs/home/afarah18/488/markI
II
/histopathologic-cancer-detection
```
Link to paper:
Link to Video:
Link to Poster:
## Software architecture diagram

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@@ -21,10 +25,19 @@ VGGCNN.py -> This file includes code for training a VGG model with ImageNet tran
VGGLessData.py -> This file includes code for training VGG with transfer learning with half of the dataset
validate.py -> This file includes code for val
id
ating the results of the three models
validate.py -> This file includes code for
e
val
u
ating the results of the three models
## How to use
After installing the dependencies each file can be run simply by using:
```
bash
python3 <filename>
```
Naturally validation file has to be run after all three models have been trained and saved as .h5 files.
## List of dependencies
+
NumPy
+
Pandas
+
TensorFlow
+
Keras
+
MatplotLib
\ No newline at end of file
validate.py
View file @
438241d2
### Ali Farahmand
### CS 488 Senior Capstone
#imports
import
pandas
as
pd
from
tensorflow
import
keras
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