TRAINING AND TESTING DATASET

Steps

Download the image dataset refer here
Split the image dataset refer here
Clone this repository and check the changeme at train_bruises.py and train_ripeness.py
Run the command in CLI

python train_bruises.py

python train_ripeness.py

output graphs are in .png
output CLIs are in .txt
variable epoch=1 is default at main()
img dataset path is set to be the same directory as the .py as seen on the .gitignore

Name		Name	Last commit message	Last commit date
alexnet		alexnet
assets		assets
efficientnet-b0		efficientnet-b0
efficientnet-b1		efficientnet-b1
efficientnet-b2		efficientnet-b2
efficientnet-b4		efficientnet-b4
effnet-b4-10k		effnet-b4-10k
effnetv2-m-bruises		effnetv2-m-bruises
effnetv2-m_ripeness		effnetv2-m_ripeness
final		final
.gitignore		.gitignore
README.md		README.md
bruises_b0.pth		bruises_b0.pth
datasplit_logs.py		datasplit_logs.py
final-effnetv2-m-bruises.py		final-effnetv2-m-bruises.py
final-effnetv2-m-ripeness.py		final-effnetv2-m-ripeness.py
final_bruises_training_b4.py		final_bruises_training_b4.py
final_ripeness_training_b4.py		final_ripeness_training_b4.py
ripeness_b0.pth		ripeness_b0.pth
split-v2.py		split-v2.py
train_bruises.py		train_bruises.py
train_bruises_alexnet.py		train_bruises_alexnet.py
train_bruises_b4_earlystop.py		train_bruises_b4_earlystop.py
train_bruises_effnet-b1.py		train_bruises_effnet-b1.py
train_bruises_effnet-b2.py		train_bruises_effnet-b2.py
train_bruises_effnet-b4-10k.py		train_bruises_effnet-b4-10k.py
train_bruises_effnet-b4.py		train_bruises_effnet-b4.py
train_ripeness.py		train_ripeness.py
train_ripeness_alexnet.py		train_ripeness_alexnet.py
train_ripeness_b4_earlystop.py		train_ripeness_b4_earlystop.py
train_ripeness_effnet-b1.py		train_ripeness_effnet-b1.py
train_ripeness_effnet-b2.py		train_ripeness_effnet-b2.py
train_ripeness_effnet-b4-10k.py		train_ripeness_effnet-b4-10k.py
train_ripeness_effnet-b4.py		train_ripeness_effnet-b4.py