Advance Computer Vision March 2021

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

12

Image Search

Image Search Walkthrough

13

Submit Your Projects Here

ACV Quickdraw Challenge

Main Project