Course Projects
Theory, Mathematics, Coding and Discussion
Below is a selected list of projects completed by our course participants.
01
Single object garbage classification
Classifies an input image to one of the six garbage categories: {cardboard, glass, metal, paper, plastic, trash}. Algo/Tech: CNN, transfer learning.
02
Hands-on MLOps
Learning to use AI Platform, Compute Engine and Cloud Storage on Google Cloud Platform. Understanding the decision criteria in selecting cloud services for ML production environment.
03
Learning to generate new clothing images from sample clothing dataset
Two neural networks, one learns to generate artificial images from a distribution and another learns to discriminate between real and artificial images. Algo/Tech: GAN
04
Gender identification from voice sample
Identifies whether input voice sample is a male voice or a female voice. Algo/Tech: GMM
