Extending the ImageDataGenerator in Keras and TensorFlow
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Understanding the Problem Many times while working on computer vision …
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Image Classification
Create your Own Image Classification Model using Python and Keras
ArticleVideo Book Introduction Have you ever stumbled upon a dataset or an image and wondered if you could create a system capable of differentiating …
Develop and Deploy an Image Classifier App Using Fastai
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Fastai is a popular open-source library used for learning …
18 All-Time Classic Open Source Computer Vision Projects for Beginners
ArticleVideo Book Overview Open source computer vision projects are a great segway to landing a role in the deep learning industry Start working on …
A Beginner’s Guide to Focal Loss in Object Detection!
ArticleVideo Book Introduction Object detection is one of the most widely studied topics in the computer vision community. It’s has been breaking into various …
How to Train an Image Classification Model in PyTorch and TensorFlow
ArticleVideo BookInterview Quiz Overview Get an overview of PyTorch and TensorFlow Learn to build a Convolutional Neural Network (CNN) model in PyTorch to solve …
TensorFlow Serving: Deploying Deep Learning Models Just Got Easier!
ArticleVideo Book Learn about deploying deep learning models using TensorFlow Serving How to handle post-deployment challenges like swapping between different versions of models using …
Learn Image Classification on 3 Datasets using Convolutional Neural Networks (CNN)
ArticleVideo BookInterview Quiz Introduction Convolutional neural networks (CNN) – the concept behind recent breakthroughs and developments in deep learning. CNNs have broken the mold …
Here are 8 Powerful Sessions to Learn the Latest Computer Vision Techniques
ArticleVideo Book Do you want to build your own smart city? Picture it – self-driving cars strolling around, traffic lights optimised to maintain a …
Deep Learning for Everyone: Master the Powerful Art of Transfer Learning using PyTorch
ArticleVideo Book Overview The art of transfer learning could transform the way you build machine learning and deep learning models Learn how transfer learning …
