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WELCOME TO MY MACHINE LEARNING BLOG
Welcome to my Blog
Welcome to My Machine Learning Blog.
I'm a hobbiest learning how to control machinery with embedded microcontrollers (and single board computers). Please continue with my first post, the Introduction.
If you spot any errors or omissions, would like to suggest any enhancements to this Blog or have any sort of questions please contact me: jscanova@gmail.com. Just call me James. I'm located on the West Coast of Canada.
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**Note: This Blog is subject to continual modification.**
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Creation date: 7 October 2021
Last update: 30 March 2024
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Home: Welcome
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Introduction
I became interested in artificial intelligence in mid 2021 after watching a documentary on this subject. In particular, I'm interested in...
James Canova
Sep 29, 20211 min read
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References
1.Rashid, Tariq, Make Your Own Neural Network , Amazon , 2016 2.Portilla, Jose, "Python for Computer Vision with OpenCV and Deep...
James Canova
Sep 28, 20211 min read
4 views
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Status of Projects
Last updated: 30 March 2024 Project 0: Read this to get a very basic understating on machine learning and neural networks. Project 1:...
James Canova
Sep 27, 20213 min read
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Project 0 - Machine Learning and Neural Networks
Last updated: 14 October 2023 This page is in can be downloaded as a pdf document from my GitHub repository: https://github.com/James-Can...
James Canova
Sep 26, 20214 min read
6 views
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Project 1 - A Simple Neural Network - XOR logic
Project start: 1 July 2021 Project finish: 10 October 2021 Last updated: 30 March 2024 Objective: familiarisation with basic neural...
James Canova
Sep 25, 20212 min read
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Project 1a - A Simple Neural Network (Pyboard) - XOR logic
Project start: 1 July 2021 Project finish: 10 October 2021 Last updated: 30 March 2024 The main components of the project assembly are a...
James Canova
Sep 24, 20212 min read
105 views
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Project 1b - A Simple Neural Network (Raspberry Pi Pico)
Project started: 18 March 2024 Project finished: 30 March 2024 This project is a modification of Project 1a with the Pyboard replaced by...
James Canova
Sep 23, 20211 min read
21 views
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Project 2 - Jetson Nano Introduction
Project start: 28 August 2021 Project finish: 17 December 2021 Objective: This project is a series of sub-projects using a Jetson Nano...
James Canova
Sep 22, 20211 min read
12 views
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Project 2a - Jetson Nano basic setup
Project start: 28 August 2021 Project finish: 18 December 2021 Last updated: 11 August 2022 Objective: basic setup of and...
James Canova
Sep 21, 20213 min read
2 views
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Project 2b - Jetson Nano setup, Python 3.6, VEnv and Jupyter Notebook
Project start: 2 November 2021 Project finish: 18 December 2021 Last updated: 9 October 2022 Objective: setup some more software cd $HOME...
James Canova
Sep 20, 20211 min read
2 views
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Project 2c - Jetson Nano setup, for Machine Learning
Project start: 19 December 2021 Project finish: 19 December 2021 Last updated: 13 August 2022 Objective: setup of Jetson Nano for...
James Canova
Sep 19, 20211 min read
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Project 2d - Image & video capture
Project start: 15 November 2021 Project finish: 18 December 2021 Last updated: 23 March 2022 Objective: familiarisation with Python and...
James Canova
Sep 18, 20211 min read
11 views
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Project 3 - Image Classification
Project start: 18 December 2021 Project finish: 1 January 2022 Objective: These projects cover the use of convolutional neural networks...
James Canova
Sep 17, 20211 min read
4 views
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Project 3a - Image classification example #1
Project start: 18 December 2021 Project finish: 20 December 2021 Objective: introduction to using Tensorflow, Keras, Numpy and Sklearn...
James Canova
Sep 16, 20213 min read
10 views
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Project 3b - Image classification example #2
Project start: 21 December 2021 Project finish: 26 December 2021 Last updated: 13 August 2022 Objective: introduction to using...
James Canova
Sep 15, 20212 min read
4 views
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Project 3c - Image classification #3
Project start: 23 December 2021 Project finish: 31 December 2021 Jetson Nano setup to date: 194 hours Jetson Nano programming to date:...
James Canova
Sep 14, 20211 min read
1 view
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Project 4 - CUDA support
Project start: 28 December 2021 Project finish: 31 December 2021 Objective: add CUDA support to relevant Python modules CUDA: generally...
James Canova
Sep 13, 20211 min read
2 views
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Project 4a - TensorFlow with CUDA support
Project start date: 28 December 2021 Project finish date: 28 December 2021 Objective: Installation of TensorFlow with CUDA support in...
James Canova
Sep 12, 20211 min read
1 view
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Project 4b - OpenCV with CUDA support
Project start: 28 December 2021 Project finish: 30 December 2021 Objective: Installation of OpenCV with CUDA support in VEnv Software...
James Canova
Sep 11, 20212 min read
3 views
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Project 4c - YOLOv4 with CUDA support
Project start: 30 December 2021 Project finish: 1 January 2022 Objective: Installation of YOLO4 with CUDA support in VEnv Yolo is a...
James Canova
Sep 10, 20211 min read
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