Image Based SMOTified-GAN

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[version 1.0] The original SMOTified-GAN worked only for numerical data. The code was written in Python.

Paper: “SMOTified-GAN for Class Imbalanced Pattern Classification Problems”. In: IEEE Access Authors: Anuraganand Sharma, Prabhat Kumar Singh, and Rohitash Chandra

[version 2.0] The student Deshant Singh wrote the code for Image based SMOTified-GAN. The code was written in Python.

Paper: “Improving Imbalanced Tuberculosis Diagnosis Using GoogleNet with Image-Based SMOTified-GAN”. Paper presented at the 3rd International Conference on Advances in Data driven Computing and Intelligent Systems (ADCIS). Authors: Deshant Singh and Anuraganand Sharma

Installation

• pip install numpy
• pip install tensorflow
• pip install matplotlib
• pip install scipy
• pip install imbalanced-learn
• pip install opencv-python

https://support.microsoft.com/help/2977003/the-latest-supported-visual-c-downloads

run python main.py to run the program