deep-image

This is a demo for image classification with pretrained models on a flask-based web server.

User Scenario:

1. user uploads an image from his/her local file system
2. user selects to predict the image content
3. user sees a table of image classifications by different pretrained models

Prerequisites:

• Keras 2.2.4 (not 2.2.2)
• Keras Applications 1.0.6
• Tensorflow 1.12
• Flask 1.0.2

Models:

• VGG16
• VGG19
• ResNet50
• Inception V3
• Xception
• MobileNet V1
• MobileNet V2
• NasNetMobile
• DenseNet201
• InceptionResnet V2