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Fine tuning with pretrained models and little data

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12 Commits
1_Data_Upload.ipynb
1_Data_Upload.ipynb
 
 
2_Split_Dataset.ipynb
2_Split_Dataset.ipynb
 
 
3_Cropping_Dataset.ipynb
3_Cropping_Dataset.ipynb
 
 
4_Balanced_data.ipynb
4_Balanced_data.ipynb
 
 
A_ConvNet2SinDataAugm.ipynb
A_ConvNet2SinDataAugm.ipynb
 
 
B_ConvNet2ConDataAugm.ipynb
B_ConvNet2ConDataAugm.ipynb
 
 
C_Fast_Feature_Extraction_InceptionResNet_V1_1.ipynb
C_Fast_Feature_Extraction_InceptionResNet_V1_1.ipynb
 
 
C_Fast_Feature_Extraction_InceptionResNet_V2_1.ipynb
C_Fast_Feature_Extraction_InceptionResNet_V2_1.ipynb
 
 
C_Fast_Feature_Extraction_InceptionV3_1.ipynb
C_Fast_Feature_Extraction_InceptionV3_1.ipynb
 
 
C_Fast_Feature_Extraction_InceptionV4_1.ipynb
C_Fast_Feature_Extraction_InceptionV4_1.ipynb
 
 
C_Fast_Feature_Extraction_ResNet50_1.ipynb
C_Fast_Feature_Extraction_ResNet50_1.ipynb
 
 
C_Fast_Feature_Extraction_VGG16_3.ipynb
C_Fast_Feature_Extraction_VGG16_3.ipynb
 
 
C_Fast_Feature_Extraction_VGG19_3.ipynb
C_Fast_Feature_Extraction_VGG19_3.ipynb
 
 
C_Fast_Feature_Extraction_Xception_1.ipynb
C_Fast_Feature_Extraction_Xception_1.ipynb
 
 
D_Feature_Extraction_InceptionV4_1.ipynb
D_Feature_Extraction_InceptionV4_1.ipynb
 
 
D_Feature_Extraction_NS_InceptionV3_1.ipynb
D_Feature_Extraction_NS_InceptionV3_1.ipynb
 
 
D_Feature_Extraction_NS_Xception_1.ipynb
D_Feature_Extraction_NS_Xception_1.ipynb
 
 
D_Feature_Extraction_ResNet50_2.ipynb
D_Feature_Extraction_ResNet50_2.ipynb
 
 
D_Feature_Extraction_VGG16_1.ipynb
D_Feature_Extraction_VGG16_1.ipynb
 
 
D_Feature_Extraction_VGG19_1.ipynb
D_Feature_Extraction_VGG19_1.ipynb
 
 
E_Fine_Tuning_InceptionV3_2.ipynb
E_Fine_Tuning_InceptionV3_2.ipynb
 
 
E_Fine_Tuning_VGG16_1.ipynb
E_Fine_Tuning_VGG16_1.ipynb
 
 
E_Fine_Tuning_VGG19_1.ipynb
E_Fine_Tuning_VGG19_1.ipynb
 
 
E_Fine_Tuning_Xception_1.ipynb
E_Fine_Tuning_Xception_1.ipynb
 
 
Inception ResNet-v1.png
Inception ResNet-v1.png
 
 
Inception ResNet-v2.png
Inception ResNet-v2.png
 
 
Inception-v4.png
Inception-v4.png
 
 
README.md
README.md
 
 
VGG19.png
VGG19.png
 
 
vgg16_modified.png
vgg16_modified.png
 
 

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Fine tuning with pretrained models and little data

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Fine tuning with pretrained models and little data

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