1. Weekly Learning
Alex Omar Ruiz Irene

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

3. 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

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

5. 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

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

8. 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

9. Thank You!