carlodavid012 / 30daysofcv

This is a repository for all my 30 days of finishing Computer Vision Nanodegree

30 Days of Computer Vision

This is my Curriculum for finishing the Computer Vision Nanodegree in One Months.

Start Date

December 23, 2019

This is a repository for all my 30 days of Computer Vision Nanodegree. At the end of this 30 Days of Computer Vision challenge journey, I would like to build a rich portfolio of Computer Vision Skills and projects. And most importantly finsih my computer vision Nanodegree, earn my computer vision nanodegree and become a Udacity Alumni.

My schedule for the next 3 weeks

Day	Part	Lesson	Daily Progress Update
Day 1 : 23th Dec, 2019	Part 1 : Introduction to Computer Vision	Lesson 4 - Image Representation and Classification
Day 2 : 24th Dec, 2019		Lesson 5: Convolutional Filters and Edge Detection
Day 3 : 25th Dec, 2019		Lesson 6: TYpes of features and Image segmentation
Day 4 : 26th Dec, 2019		Lesson 7 : Feature vectors
Day 5 : 27th Dec, 2019		Lesson 8: CNN layers and feature visualization
Day 6 : 28th Dec, 2019		Working on Project 1 : Facial keypoint Detection
Day 7 : 29th Dec, 2019		Finsihing Project 1 : Facial keypoint Detection
Day 8 : 30th Dec, 2019	Part 3: Advanced Computer Vision & Deep Learning	Lesson 1 : Advanced CNN Architectures & Lesson 2 : YOLO
Day 9 : 31 Dec, 2019		Lesson 3 : RNN's
Day 10 : 1st Jan, 2020		Lesson 4 : Long Short-Term Memory Networks (LTSMs)
Day 11 : 2nd Jan, 2020		Lesson 5: Hyperparameters
Day 12 : 3rd Jan, 2020		Lesson 6 : Optional: Attention Mechanisms and Lesson 7 : Image Captioning
Day 13 : 4th Jan, 2020		Working on Project 2 : Image Captioning
Day 14 : 5th Jan, 2020		Finsihing Project 2 : Image Captioning
Day 15 : 6th Jan, 2020	Part 4: Object Tracking and Localization	Lesson 1 : Introduction to Motion
Day 16 : 7th Jan, 2020		Lesson 2 : Robot Localization and Lesson 3: Mini-project: 2D Histogram Filter
Day 17 : 8th Jan, 2020		Lesson 4: Introduction to Kalman Filters and Lesson 5 : Representing State and Motion
Day 18 : 9th Jan, 2020		Lesson 6 : Matrices and Transformation of State
Day 19 : 10th Jan, 2020		Lesson 6 : Matrices and Transformation of State
Day 20 : 11th Jan, 2020		Working on Project 2 : Landmark Detection & Tracking (SLAM)
Day 21 : 12th Jan, 2020		Finsihing Project 2 : Landmark Detection & Tracking (SLAM)

Contents

• Rules
• Log - click here to see my progress
• Resources - click here to see the resources I use for my Learning

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