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