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