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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

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