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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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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Genetic Algorithm for hyper-parameters optimization of a Convolutional Neural Network
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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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Variational Autoencoder explained
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Convolution explained
