FLASHCARDS: a series of what is / how to on different topics ranging from python scripting and algorithm up to Deep Learning implementation.
Latest Posts
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YOLO - An Object Detection Algorithm
Yolo is a detection algorithm. In this post, I ll explained how yolo works and the architecture of the model. I will discuss Yolov1 and Yolov3. -
What is Field of View?
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How to make a python2.7 based virtualenv with TF and Keras
This is a step-by-step tutorial on how to create a python2.7 virtual environment. The venv is loaded with Deep Learning Frameworks: Tensorflow, Keras -
Root Mean Squared Error Versus Mean Absolute Error
Comparison of the RMSE and MAE. Those 2 error terms, although they compute the average error, are more or less sensitive to the examples error. In this post, I review the definition of those 2 losses term and how they are affected by outliers or examples with large errors. -
Segmentation
Those are my notes from the Udacity Nanodegree on Computer Vision. The notes are about Segmentation and Noise reduction. -
Hough Transform
Those are my notes from the Udacity Nanodegree on Computer Vision. The notes are aboutHough Transform. -
Haar Cascade Classifier
Those are my notes from the Udacity Nanodegree on Computer Vision. The notes are about Haar Cascade. -
Edge Detection
Those are my notes from the Udacity Nanodegree on Computer Vision. The notes are about edge detection. -
Focal Loss function to address class imbalance
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Evaluation metrics
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List of cost functions used in Neural Networks
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Udemy - Blockchain and Bitcoin Fundamentals Part 4
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Udemy - Blockchain and Bitcoin Fundamentals Part 3
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Udemy - Blockchain and Bitcoin Fundamentals Part 2
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Udemy - Blockchain and Bitcoin Fundamentals Part 1
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Genetic Algorithm for hyper-parameters optimization of a Convolutional Neural Network
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Recommendation Systems
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Study of a RNN toy model
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LSTM- Stateless versus Stateful model in Keras
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Data Augmentation Scheme Histogram Equalizer
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Derivative of Relu
Derivative of Relu -
How to use the argument parser - argparse (Python)?
Argparse is a module that allows for option and argument parsing for python programs -
Variational Autoencoder explained
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Convolution explained
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Sorting Algorithms - Merge Sort (Part 2/3)
Implementation of Merge Sort -
Sorting Algorithms - Bubble Sort (Part 1/3)
Bubble sort implemented in Python -
Recursion algorithm
Recursion implemented in Python -
Binary Search Algorithm
Implementation of Binary Search -
Algorithm Efficiency
Implementation of Binary Search -
Bedside books on Machine Learning
Textbooks of Machine Learning and Deep Learning.This list is updated time to time. -
Statistics Fundamental - Part 1
