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Teaching the true tools of AI

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Advance Computer Vision January 2022

Online content for Module 2: Advanced Computer Vision

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Course Content

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Modules Status
1

Numpy for Images
  • Numpy Crash Course

2

CNN Recap
  • CNN Recap
  • CNN Recap and Details

3

Image Segmentation
  • Image Segmentation Intro

4

Object Detection
  • Object Detection
  • Debugging Shapes

5

OpenCV
  • OpenCV – Intro
  • OpenCV – Image Basics
  • OpenCV – Videos

6

PyTorch
  • Introduction to PyTorch
  • PyTorch 1
  • PyTorch 2

7

TensorFlow
  • Cats and Dogs – TFRecords
  • Cats and Dogs – TPU – Training
  • Celeb A176 – TFRecords
  • Celebrity Faces – Multilabel

8

Facial Recognition
  • Introduction to Facial Recognition

9

Super Resolution
  • Super Resolution Explanation

10

Google Cloud Platform
  • Google Cloud Platform
  • TF Go Faster

11

Image Search
  • Image Search Walkthrough

12

Submit Your Projects Here
  • ACV Quickdraw Challenge: In-Class Challenge
  • Main Project: After Course Project

My Progress

Numpy for Images
  • Numpy Crash Course
CNN Recap
  • CNN Recap
  • CNN Recap and Details
Image Segmentation
  • Image Segmentation Intro
Object Detection
  • Object Detection
  • Debugging Shapes
OpenCV
  • OpenCV – Intro
  • OpenCV – Image Basics
  • OpenCV – Videos
PyTorch
  • Introduction to PyTorch
  • PyTorch 1
  • PyTorch 2
TensorFlow
  • Cats and Dogs – TFRecords
  • Cats and Dogs – TPU – Training
  • Celeb A176 – TFRecords
  • Celebrity Faces – Multilabel
Facial Recognition
  • Introduction to Facial Recognition
Super Resolution
  • Super Resolution Explanation
Google Cloud Platform
  • Google Cloud Platform
  • TF Go Faster
Image Search
  • Image Search Walkthrough
Submit Your Projects Here
  • ACV Quickdraw Challenge: In-Class Challenge
  • Main Project: After Course Project
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