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An overview of Deep Learning for Major Computer Vision Tasks
An overview of Deep Learning for Major Computer Vision Tasks
Master Computer Vision With PyTorch
Michael Avendi
Jul 15, 2020
Video Classification with CNN, RNN, and PyTorch
Video Classification with CNN, RNN, and PyTorch
Video classification is the task of assigning a label to a video clip. This application is useful if you want to know what kind of…
Michael Avendi
Jul 15, 2020
PyTorch torchvision COCO Dataset
PyTorch torchvision COCO Dataset
The PyTorch torchvision package has multiple popular built-in datasets. To see the list of the built-in datasets, visit this link.
Michael Avendi
Jun 28, 2019
Playing with Loss Functions in Deep Learning
Playing with Loss Functions in Deep Learning
In this post, we are going to be developing custom loss functions in deep learning applications such as semantic segmentation. We use…
Michael Avendi
Apr 30, 2018
Model Surgery: copy weights from model to model
Model Surgery: copy weights from model to model
A Keras 1.x example
Michael Avendi
Mar 9, 2018
GAN for Medical Imaging: Generating Images and Annotations
GAN for Medical Imaging: Generating Images and Annotations
In this post, we are going to show a way of using generative adversarial networks (GANs) to simultaneously generate medical images and…
Michael Avendi
Feb 24, 2018
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