Course Details

learn about convolution neural network, network training, image classification, object detection using state of the art AI techniques

 Agenda:

• Introduction to CNNs

• Training CNNs

• Visualizing CNNs

• CNNs for object detection: single shot multi box detection

• Application development 1: Visual Search using CNN

• Applicaton development 2: Semantic Segmentation of perceived scences in self driving cars

• Application development 3: Describing a scene in text using image to text conversion 

Prerequisite: 

Knowledge about neural networks, backpropagation algorithm, prediction functions/loss functions/evaluation metrics

VM will be provided before the workshop