Commit 652effbe authored by AF3's avatar AF3
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updates to readme

parent c4ee8b70
# Cancer Metastasis using CNNs and transfer learning
##Links
Link to dataset: https://www.kaggle.com/c/histopathologic-cancer-detection/overview
Dataset is also available at:
```bash
cluster.cs.earlham.edu/eccs/home/afarah18/488/markI/histopathologic-cancer-detection
```
Link to paper:
#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)
##Files
basicCNN.py -> This file includes code for training a model with randomly initilized weights and biases
VGGCNN.py -> This file includes code for training a VGG model with ImageNet transfer learning
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
##How to use
After installing the dependencies each file can be run simply by using:
```bash
python3 <filename>
```
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