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.
| 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) |
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- Log - click here to see my progress
- Resources - click here to see the resources I use for my Learning
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