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Statistical Evaluation Metrics

Data Mining, Evaluation, Precision, Recall, F1, F-measure, AUC, ROC, P@K, MAP, MRR, NDCG, R-Precision, bPref, F-macro, F-micro, Miss, Fallout, Specificity, Sensitivity, PPV, and NPV

Apr 25, 2020

Phase Amplitude Combination, Hybrid Images and Cutoff Effect On It

Digital Image Processing, CV, Python, Gaussian Filter, Low pass, high pass, cutoff, Hybrid Image, Amplitude-Phase, Fourier, and featured

Mar 19, 2020

Training Tensorflow 1.x Model for MNIST

Python, Artificial Neural Networks, Tensorflow, Fully Connected, and MNIST

Feb 22, 2020

Kohonen Self Organizing Maps For Learning MNIST

Python, Artificial Neural Networks, Kohonen, SOM, Self-Organizing Maps, MNIST, and featured

Feb 22, 2020

MLP With Backpropagation For Non-Linear Data (XOR)

Python, Artificial Neural Networks, Perceptron, MLP, Non-Linear Data, Backpropagation, and XOR

Feb 22, 2020

Perceptron With Hebb Rule For Linear Data

Python, Artificial Neural Networks, Perceptron, Linear Data, Hebb, and Hebb Learning

Feb 22, 2020

Image Classification using Pretrained VGG Activation Maps as Features for SVM and FCNN models

Classification, Pattern Recognition, Python, VGG, ImageNet, PCA, t-SNE, Feature Reduction, SVM, Fully Connected, and Confusion Matrix

Feb 21, 2020

Imbalance Learning and Evaluation using AdaBoost, RUSBoost, SMOTEBoost, RBBoost and ANOVA Measure

Imbalance, Ensembles, Python, Preprocessing, K-Fold, AdaBoost, AdaBoostM2, RUSBoost, SMOTEBoost, RBBoost, RandomForest, SVM, AUC, ROC, ANOVA Measure, and featured

Feb 21, 2020

Movie Review Sentiment Analysis

Natural Language Processing, NLP, Python, Preprocessing, BOW, BERT, TF-IDF, Naive Bayes, SVM, Accuracy, Precision, Recall, F1, AUC, and ROC

Feb 21, 2020

Cycle GAN, PCA, AutoEncoder and CIFAR10 Generator

Digital Image Processing, CV, Python, Cycle GAN, PCA, AutoEncoder, CIFAR10, Encoder, Decoder, and featured

Feb 14, 2020

Dilated Convolution, Mask RCNN and Number of Parameters

Digital Image Processing, CV, Python, Dilated Convolution, Mask RCNN, RCNN, Parameters, and UNet

Feb 14, 2020

RCNN, Fast RCNN, Faster RCNN and Template Matching [WIP]

Digital Image Processing, CV, Python, RCNN, Fast RCNN, Faster RCNN, Object Detection, Template Matching, Semantic Segmentation, and Instance Segmentation

Feb 14, 2020

FCN or CNN, AlexNet, VGG, ResNet, Inception(GoogleNet), Xception and CIFAR10 classifier

Digital Image Processing, CV, Python, CNN, FCN, AlexNet, VGG, ResNet, Inception, GoogleNet, Xception, CIFAR10, and featured

Feb 14, 2020

Morphological Operation, Hit-or-Miss, Textural Feature, Soft LBP, HOG, SVM and kNN

Digital Image Processing, CV, Python, Morphological, Hit-or-Miss, Texture, HOG, Soft LBP, SVM, kNN, and featured

Feb 12, 2020

JPEG, Entropy, Compression Ratio, Huffman and Multiresolution Segmentation

Digital Image Processing, CV, Python, JPEG, Entropy, Compression, Huffman, and featured

Feb 12, 2020

Face Detection, Face Landmarks and dlib

Digital Image Processing, CV, Python, dlib, face cascade, face landmarks, and face detection

Feb 10, 2020

Ellipse Specific Fitting, RANSAC and Extracting Ellipse

Digital Image Processing, CV, Python, Ellipse Fitting, RANSAC, Shape Extraction, and featured

Feb 10, 2020

Canny Edge Detector, Hough Transform, LineSegmentDetector and CamScanner Clone

Digital Image Processing, CV, Python, Canny, Edge Detector, Hough, Transformation, Line Segmentation, CamScanner, Line Intersection, and featured

Feb 10, 2020

DCT, DWT, Wavelet, Haar and Noise Reduction

Digital Image Processing, CV, Python, DCT, DWT, DFT, Wavelet, Haar, and Noise Reduction

Feb 4, 2020

DCT, DFT, Transformation and Noise Reduction

Digital Image Processing, CV, Python, DCT, DFT, FFT, Noise Reduction, Frequency, and featured

Feb 4, 2020

Convolutions, Separable Kernels and Gaussian Filter

Digital Image Processing, CV, Python, Convolutions, Separable Kernels, Gaussian, and Mat Operations

Feb 4, 2020

Shutter, Camera and Histogram Equalization

Digital Image Processing, CV, Python, Histogram Equalization, and Camera

Feb 3, 2020