RealorFakeImageClassification

Project name: Real or Fake Image Classification

Members:

• Trần Công Thịnh
• Vũ Thị Quỳnh Nga

1. Introduction

Target:

• Classify real images and images created by AI
• Real life application: in playing games, in movie theaters,...😎

Link preferences

• Link weight (.hdf5)
• Link dataset
• Link Presentation
• Link papet

Result

2. Gradio app tutorial

1. Access link weight, add weight file to your drive
2. Run the following lines of code:

from keras.models import load_model

weights_path = '/content/drive/MyDrive/Models/ResNet152-21-0.0109.hdf5' #đường dẫn đến file weight

#Nhớ khởi tạo model trước
model = Resnet_based_model
#Load weight
model.load_weights(weights_path)

3. Use gradio After the code run, this interface will emerge

• Drag image into the frame
• Hit submit
• Wait for the result in the right section 👍