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iust

Power of Student Projects

IUST Projects is an open GitHub organization dedicated to hosting and showcasing the projects of Iran University of Science and Technology students. However, everyone can contribute a...

In Organization , Jan 17, 2020

open-organization

Power of Student Projects

IUST Projects is an open GitHub organization dedicated to hosting and showcasing the projects of Iran University of Science and Technology students. However, everyone can contribute a...

In Organization , Jan 17, 2020

Digital Image Processing

Face Detection, Face Landmarks and dlib

Face Detection, Face Landmarks and dlib

In projects , Feb 10, 2020

DCT, DWT, Wavelet, Haar and Noise Reduction

DCT, DWT, Wavelet, Haar and Noise Reduction

In projects , Feb 04, 2020

Shutter, Camera and Histogram Equalization

Shutter, Camera and Histogram Equalization

In projects , Feb 03, 2020

CV

Face Detection, Face Landmarks and dlib

Face Detection, Face Landmarks and dlib

In projects , Feb 10, 2020

DCT, DWT, Wavelet, Haar and Noise Reduction

DCT, DWT, Wavelet, Haar and Noise Reduction

In projects , Feb 04, 2020

Shutter, Camera and Histogram Equalization

Shutter, Camera and Histogram Equalization

In projects , Feb 03, 2020

Python

Training Tensorflow 1.x Model for MNIST

Training Tensorflow 1.x Model for MNIST

In projects , Feb 22, 2020

Perceptron With Hebb Rule For Linear Data

Perceptron With Hebb Rule For Linear Data

In projects , Feb 22, 2020

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

Face Detection, Face Landmarks and dlib

Face Detection, Face Landmarks and dlib

In projects , Feb 10, 2020

DCT, DWT, Wavelet, Haar and Noise Reduction

DCT, DWT, Wavelet, Haar and Noise Reduction

In projects , Feb 04, 2020

Shutter, Camera and Histogram Equalization

Shutter, Camera and Histogram Equalization

In projects , Feb 03, 2020

Histogram Equalization

Shutter, Camera and Histogram Equalization

Shutter, Camera and Histogram Equalization

In projects , Feb 03, 2020

Camera

Shutter, Camera and Histogram Equalization

Shutter, Camera and Histogram Equalization

In projects , Feb 03, 2020

Convolutions

Separable Kernels

Gaussian

Mat Operations

DCT

DCT, DWT, Wavelet, Haar and Noise Reduction

DCT, DWT, Wavelet, Haar and Noise Reduction

In projects , Feb 04, 2020

DFT

DCT, DWT, Wavelet, Haar and Noise Reduction

DCT, DWT, Wavelet, Haar and Noise Reduction

In projects , Feb 04, 2020

FFT

Noise Reduction

DCT, DWT, Wavelet, Haar and Noise Reduction

DCT, DWT, Wavelet, Haar and Noise Reduction

In projects , Feb 04, 2020

Frequency

DWT

DCT, DWT, Wavelet, Haar and Noise Reduction

DCT, DWT, Wavelet, Haar and Noise Reduction

In projects , Feb 04, 2020

Wavelet

DCT, DWT, Wavelet, Haar and Noise Reduction

DCT, DWT, Wavelet, Haar and Noise Reduction

In projects , Feb 04, 2020

Haar

DCT, DWT, Wavelet, Haar and Noise Reduction

DCT, DWT, Wavelet, Haar and Noise Reduction

In projects , Feb 04, 2020

Canny

Edge Detector

Hough

Transformation

Line Segmentation

CamScanner

Line Intersection

Ellipse Fitting

RANSAC

Shape Extraction

dlib

Face Detection, Face Landmarks and dlib

Face Detection, Face Landmarks and dlib

In projects , Feb 10, 2020

face cascade

Face Detection, Face Landmarks and dlib

Face Detection, Face Landmarks and dlib

In projects , Feb 10, 2020

face landmarks

Face Detection, Face Landmarks and dlib

Face Detection, Face Landmarks and dlib

In projects , Feb 10, 2020

face detection

Face Detection, Face Landmarks and dlib

Face Detection, Face Landmarks and dlib

In projects , Feb 10, 2020

JPEG

Entropy

Compression

Huffman

Morphological

Hit-or-Miss

Texture

HOG

Soft LBP

SVM

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

kNN

CNN

FCN

AlexNet

VGG

ResNet

Inception

GoogleNet

Xception

CIFAR10

RCNN

Fast RCNN

Faster RCNN

Object Detection

Template Matching

Semantic Segmentation

Instance Segmentation

Dilated Convolution

Mask RCNN

Parameters

UNet

Cycle GAN

PCA

AutoEncoder

Encoder

Decoder

Natural Language Processing

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

NLP

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

Preprocessing

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

BOW

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

BERT

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

TF-IDF

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

Naive Bayes

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

Accuracy

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

Precision

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

Recall

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

F1

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

AUC

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

ROC

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

Movie Review Sentiment Analysis

Movie Review Sentiment Analysis

In projects , Feb 21, 2020

Imbalance

Ensembles

K-Fold

AdaBoost

AdaBoostM2

RUSBoost

SMOTEBoost

RBBoost

RandomForest

ANOVA Measure

Classification

Pattern Recognition

ImageNet

t-SNE

Feature Reduction

Fully Connected

Training Tensorflow 1.x Model for MNIST

Training Tensorflow 1.x Model for MNIST

In projects , Feb 22, 2020

Confusion Matrix

Artificial Neural Networks

Training Tensorflow 1.x Model for MNIST

Training Tensorflow 1.x Model for MNIST

In projects , Feb 22, 2020

Perceptron With Hebb Rule For Linear Data

Perceptron With Hebb Rule For Linear Data

In projects , Feb 22, 2020

Perceptron

Perceptron With Hebb Rule For Linear Data

Perceptron With Hebb Rule For Linear Data

In projects , Feb 22, 2020

Linear Data

Perceptron With Hebb Rule For Linear Data

Perceptron With Hebb Rule For Linear Data

In projects , Feb 22, 2020

Hebb

Perceptron With Hebb Rule For Linear Data

Perceptron With Hebb Rule For Linear Data

In projects , Feb 22, 2020

Hebb Learning

Perceptron With Hebb Rule For Linear Data

Perceptron With Hebb Rule For Linear Data

In projects , Feb 22, 2020

MLP

Non-Linear Data

Backpropagation

XOR

Kohonen

SOM

Self-Organizing Maps

MNIST

Training Tensorflow 1.x Model for MNIST

Training Tensorflow 1.x Model for MNIST

In projects , Feb 22, 2020

Tensorflow

Training Tensorflow 1.x Model for MNIST

Training Tensorflow 1.x Model for MNIST

In projects , Feb 22, 2020

Gaussian Filter

Low pass

high pass

cutoff

Hybrid Image

Amplitude-Phase

Fourier

Data Mining

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

Evaluation

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

F-measure

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

P@K

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

MAP

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

MRR

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

NDCG

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

R-Precision

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

bPref

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

F-macro

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

F-micro

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

Miss

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

Fallout

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

Specificity

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

Sensitivity

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

PPV

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

NPV

Statistical Evaluation Metrics

Statistical Evaluation Metrics

In projects , Apr 25, 2020

Featured

  1. Phase Amplitude Combination, Hybrid Images and Cutoff Effect On It
    In projects ,
  2. Kohonen Self Organizing Maps For Learning MNIST
    In projects ,
  3. Imbalance Learning and Evalution using AdaBoost, RUSBoost, SMOTEBoost, RBBoost and ANOVA Measure
    In projects ,
  4. Cycle GAN, PCA, AutoEncoder and CIFAR10 Generator
    In projects ,
  5. FCN or CNN, AlexNet, VGG, ResNet, Inception(GoogleNet), Xception and CIFAR10 classifier
    In projects ,
  6. Morphological Operation, Hit-or-Miss, Textural Feature, Soft LBP, HOG, SVM and kNN
    In projects ,
  7. JPEG, Entropy, Compression Ratio, Huffman and Multiresolution Segmentation
    In projects ,
  8. Ellipse Specific Fitting, RANSAC and Extracting Ellipse
    In projects ,
  9. Canny Edge Detector, Hough Transform, LineSegmentDetector and CamScanner Clone
    In projects ,
  10. DCT, DFT, Transformation and Noise Reduction
    In projects ,