Classification of Image Data

• Tech Stack: Tensorflow, Python, numpy, keras, pandas
• Github URL: Project Link

Developed an image generator based on Generative Adversarial Network (GAN) which aims at generating a set of realistic images (fake images which look like real) from a real dataset.

The developed system was tested on a human-face database and loss was calculated by comparing the PCAs of generated and the original image.

Classification of Textual Data

• Tech Stack: Tensorflow, Python, numpy, keras, pandas
• Github URL: Project Link

Developed an image generator based on Generative Adversarial Network (GAN) which aims at generating a set of realistic images (fake images which look like real) from a real dataset.

The developed system was tested on a human-face database and loss was calculated by comparing the PCAs of generated and the original image.