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Deep Learning for image retrieval

Primary LanguageJupyter Notebook

Pytorch models definition and test for image retrieval

Test several approaches for images retrieval:

* Feature Extraction from Pretrained CNN
* Pretrained CNN finetuning
* Siamese network from scratch
* Siamese network with pretrained network

TrainClassif

Finetune a CNN for classification over few examples
Finetune only the classifier or the entire network

TrainSiamese

Train a siamese network with pairs selection for image retrieval