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tl-da-tf's Introduction

TL-DA-TF

Transfer Learning in Deep Architectures using TFLearn -> (Google)TensorFlow

Networks

Adjusted networks for 28x28x3 image inputs. Code for pre training and training (fine tuning).

VGG-11 VGG-16

AlexNet

LeNet-5

Datasets

Source and target datasets explored for transfer learning combinations.

MNIST

RGB channels included (28x28x3)

SVHN

Images cropped to 28x28x3

CIFAR-10

Images cropped to 28x28x3

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