Weekly Learning Alex Omar Ruiz Irene

Outline Introduction Week 1: May 20 to May 24 Assignment Projects Interest

Introduction Name: Alex Omar Ruiz Irene Location: Puerto Rico School: University of Puerto Rico at Bayamon Degree: Computer Science Known Prog. Languages: C, C#, F#, Java, & SQL Goal: Combine, in some way, Programming with Meteorology

Week 1: May 20 to May 24 Convolutional Neural Network Anaconda Environment Introduction to Python Keras Framework Optical Flow Deep Learning Overview

Assignment Behavior of the Convolutional Neural Network Using the Cifar-100 Dataset Largest Data Set Size: 18000 Largest Network Size: 6 Convolutional Layers In conclusion, accuracy below 30% and could be a problem in most CNN models

Week 2: May 28 to May 31 PyTorch Framework Inception Module Researcher’s Project Proposal Weekly Learning Presentation

Project Interest Video Caption Generation – Aidean Sharghi Weak-Supervision based Multi-Object Tracking – Jyoti Kini Actor-Object Relation for Action Detection – Yogesh Singh Cross-View Video Synthesis with Pose Estimation – Shruti Vyas Weakly-Supervised Video Object Segmentation using Deep Learning – Kevin Duarte

Thank You!