Extending the ImageDataGenerator in Keras and TensorFlow
This article was published as a part of the Data Science Blogathon. Understanding the Problem Many times while working on computer vision problems, we …
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Computer Vision
Tutorial — How to visualize Feature Maps directly from CNN layers
Introduction Let’s put on the eyes of Neural Networks and see what the Convolution Neural Networks see. Photo by David Travis on Unsplash Pre-requisites:- …
A Hands-on Tutorial to Learn Attention Mechanism For Image Caption Generation in Python
Overview Understand the attention mechanism for image caption generation Implement attention mechanism to generate caption in python Introduction The attention mechanism is a …
Computer Vision: A Key Concept to Solve Many Problems Related to Image Data
This article was published as a part of the Data Science Blogathon. Introduction Computer Vision is evolving from the emerging stage and the result …
Handling Imbalanced Data – Machine Learning, Computer Vision and NLP
This article was published as a part of the Data Science Blogathon. Introduction: In the real world, the data we gather will be heavily …
A Short Intuitive Explanation of Convolutional Recurrent Neural Networks
This article was published as a part of the Data Science Blogathon. Introduction Hello! Today I am going to try my best in explaining …
A Comprehensive Step-by-Step Guide to Become an Industry-Ready Data Science Professional
Introduction to Artificial Intelligence and Machine Learning Artificial Intelligence (AI) and its sub-field Machine Learning (ML) have taken the world by storm. From face …
Create your Own Image Caption Generator using Keras!
Overview Understand how image caption generator works using the encoder-decoder Know how to create your own image caption generator using Keras Introduction Image …
What is the Convolutional Neural Network Architecture?
This article was published as a part of the Data Science Blogathon. Introduction Working on a Project on image recognition or Object Detection but …
Virtual Reality for the Web: A-Frame(Creating 3D models from Images)
Introduction Virtual reality refers to a simulation generated by a computer which allows user interaction with the use of special headsets. In simple words, …
