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Activation function
Different activation functions are used in the Neural Network (NN) architecture. The work of these activation functions is to activate...
Nov 9, 20213 min read

GNN using PyTorch
Spektral is an easy library used to create graph neural network for graph classification. A graph is a mathematical object that...
Nov 9, 20212 min read


Structuring Machine learning Projects
Few ideas may arise after a few experiments on the deep learning projects for improving the performance of the model. Do I Collect more...
Nov 4, 20216 min read

Language Identification (LID)
Linear and logistic regression Linear Regression and Logistic Regression both are supervised Machine Learning algorithms. Linear...
Oct 26, 20213 min read


P0.1 Indian Face detection and recognition
Most of the work done in face recognition doesn’t work well on Indian faces. In this project, a quick approach is used for Indian face...
Oct 3, 20213 min read


CV-0.1 Starting with basic convolutional neural networks:
The eye is one of the sensors present in humans similar to our ears, nose, Tong, and skin for vision. Most of the inputs to these sensors...
Oct 2, 20212 min read

LSTM architecture
A neural network is highly motivated by the biological neural system. All the developed neural network algorithms are somehow related to...
Oct 2, 20212 min read


Au 3.1 Speech emotion recognition
Speech emotion recognition (SER) is a vital component in human-computer interaction applications. Speech is unevenly time distributed...
Oct 2, 20212 min read


CV-0.0 Interpretation of the brain for computer vision
The human brain is an important part of visualization. The human brain contains approximately a hundred billion neurons and glia. Neurons...
Jun 10, 20213 min read

GDL-1.0 Foundation of Geometric deep learning
Euclid laid the foundation of geometry that existed for over 2000 years. With the help of few great scientists N. Lobachevsky, J. ...
Jun 10, 20212 min read


PY-2.0 Python OOPs concepts
Python Introduction Python is an interpreted, object-oriented, high-level programming language with dynamic semantics. Its high-level...
Jun 10, 20213 min read
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