Thread by @PyImageSearch

🤖PyTorch is one of the most popular Deep Learning frameworks in use today. We have received numerous requests to cover topics related to Computer Vision in #PyTorch.

We hear you, here are our top free resources that will get you started. 🚀

What is PyTorch?

🔗pyimagesearch.com/2021/07/05/wha…

✨When to choose PyTorch
✨Understand the differences with other DL libraries
✨GPU support
✨Is PyTorch more suitable for research?

Your First Neural Network with PyTorch

🔗pyimagesearch.com/2021/07/12/int…

✨Create NN architecture from scratch using PyTorch
✨Initialize optimizers and loss function
✨Looping over training epochs
✨Backpropagate the network

Training Your First CNN with PyTorch

🔗pyimagesearch.com/2021/07/19/pyt…

✨Define CNN model architecture using PyTorch
✨Load the data
✨Make predictions
✨Train the model
✨Tune your hyperparameters

Image Classification with Pre-Trained Networks and PyTorch

🔗pyimagesearch.com/2021/07/26/pyt…

✨Perform image classification with Pre-Trained models
✨Infer on pre-trained VGG-16, Inception, DenseNet, and ResNet models

Object Detection with Pre-Trained Networks and PyTorch

🔗pyimagesearch.com/2021/08/02/pyt…

✨Perform object detection with Pre-Trained models
✨Faster R-CNN with ResNet50
✨Faster R-CNN with MobileNet v3
✨RetinaNet with ResNet50

Where to from here?🤔

If this has interested you, we recommend our university course.

🔗pyimagesearch.com/pyimagesearch-…

Hope to see you in the PyImageSearch family🙌🏻