Deep Learning can be intimidating to get started with. 😱 Our goal at PyImageSearch is to break down complex topics and make them accessible for everyone. 😌

In this thread, we link some of our top free tutorials on Deep Learning so that you can get started in no time.

🧵👇
What is Deep Learning

✨History and evolution of Deep Learning
✨Shallow and Deep Learning
✨Feed-Forward Networks

🔗pyimagesearch.com/2021/04/17/wha…

[1/N]
Image Classification Basics

✨Your first Deep Learning project
✨Learn the basics of image classification

🔗pyimagesearch.com/2021/04/17/ima…

[2/N]
The Deep Learning Classification Pipeline

✨Data collection
✨Split the data into train, validation, and test
✨Feature-based Learning vs. Deep Learning

🔗pyimagesearch.com/2021/04/17/the…

[3/N]
Your First Image Classifier: Using k-NN to Classify Images

✨Learn about k Nearest Neighbors
✨Image classification using k-NN

🔗pyimagesearch.com/2021/04/17/you…

[4/N]
Parameterized Learning and Neural Networks

✨Parameterized Learning and Function Approximators
✨Neural Network basics

🔗pyimagesearch.com/2016/08/22/an-…

[5/N]
Where to from here?🤔

Choose from our library of extensive deep learning and computer vision courses.🚀

🔗pyimagesearch.com/pyuni/

[6/6]

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More from @PyImageSearch

Feb 4
💫We at PyImageSearch have been writing extensively on #Opencv to make computer vision more accessible to everyone.

In this thread, we link some of our top free tutorials that will act as a launchpad🚀for any beginner.🧵👇
Loading and Displaying Images

🔗pyimagesearch.com/2021/01/20/ope…

✨ Use the command-line interface
✨ Load and display images

[1/N]
Image Basics

🔗pyimagesearch.com/2021/01/20/ope…

✨Image coordinate system in OpenCV
✨Use array slicing to grab regions of an image

[2/N]
Read 7 tweets
Jun 26, 2019
Incoming rant:
Today I answered 163 blog post comments and 283 emails on computer vision and deep learning. All for free. It took me 10 hours. I love helping and teaching others. If I didn’t, I would do it. But there exists a small minority of readers that hurt me/drain me.
They take advantage of free help — and what’s worse, I don’t think they are aware of the behavior. They make assumptions of your time, that if they email you, they are automatically *owed* or *deserve* a response, just by virtue of sending you a message.
Others will email in 15+ times in a single month and expect a response each time. Others write essays of emails, taking advantage of your time and not being respectful. Others don’t want to actually *learn*, they just want “done for them” code for their project or report.
Read 8 tweets

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