Commit 438241d2 authored by AF3's avatar AF3
Browse files

updates to readme

parent b4a1dd1f
......@@ -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/markIII/histopathologic-cancer-detection
```
Link to paper:
Link to Video:
Link to Poster:
## Software architecture diagram
![Software architecture diagram](https://portfolios.cs.earlham.edu/wp-content/uploads/2021/03/Screen-Shot-2021-03-22-at-11.42.40-PM.png)
......@@ -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 validating the results of the three models
validate.py -> This file includes code for evaluating the results of the three models
## How to use
After installing the dependencies each file can be run simply by using:
```bash
python3 <filename>
```
\ No newline at end of file
```
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
### Ali Farahmand
### CS 488 Senior Capstone
#imports
import pandas as pd
from tensorflow import keras
......
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