Image Duplicate Detection using Deep Networks

A simple Python 3 code for duplicate image detection, using deep CNNs as backbone.

1. List the directories to scan in the file directory_file.txt, with 1 directory in each line.
2. Run compare.py.

References

• Keras Applications
• TensorFlow Hub

List of CNNs:

For more details, refer to ops/pretrained_cnn.py.

• VGG 16 and 19
• Inception V1 to V3
• ResNet V1 and V2
• Inception-ResNet-V2
• NASNet Large and Mobile
• PNASNet Large
• DenseNet
• EfficientNet B0 to B7
• MobileNet V1 and V2