melihaltun
A selection of my digital signal and image processing, deep learning, machine learning, linear algebra, and other algorithm codes + some Arduino Uno projects.
Pinned Repositories
Adaptive_Wiener_Filter
Adaptive Wiener filter implementation
cats_vs_dogs_recognition
Cats vs Dogs image classification with transfer learning from vgg16
complexEigenPairSolver
Source code for solving complex eigenvalue & eigenvector problems.
Cubic_spline_interpolation
A cubic spline interpolation implementation that returns cubic polynomial coefficients for each segment of inputs.
Deep_Siamese_Network_for_Biometric_Authentication
Deep Siamese convolutional neural net for biometric authentication of palm print images
Eye_Tracking_with_Deep_CNN
A deep convolutional neural network implementation for tracking eye movements in videos
floating_point_binary_conversion
Pair functions to convert a floating number to a single precision, double precision, or arbitrary size bit representation and convert a single, double or arbitrary size bit string back into a number.
KalmanFilter3D
Kalman Filter implementation in 3D coordinate space
myFFT
arbitrary size 1D & 2D fft / ifft
sign_language_image_recognition
A sign language image classification using transfer learning from MobileNet model.
melihaltun's Repositories
melihaltun/Eye_Tracking_with_Deep_CNN
A deep convolutional neural network implementation for tracking eye movements in videos
melihaltun/complexEigenPairSolver
Source code for solving complex eigenvalue & eigenvector problems.
melihaltun/Deep_Siamese_Network_for_Biometric_Authentication
Deep Siamese convolutional neural net for biometric authentication of palm print images
melihaltun/myFFT
arbitrary size 1D & 2D fft / ifft
melihaltun/floating_point_binary_conversion
Pair functions to convert a floating number to a single precision, double precision, or arbitrary size bit representation and convert a single, double or arbitrary size bit string back into a number.
melihaltun/Cubic_spline_interpolation
A cubic spline interpolation implementation that returns cubic polynomial coefficients for each segment of inputs.
melihaltun/KalmanFilter3D
Kalman Filter implementation in 3D coordinate space
melihaltun/Adaptive_Wiener_Filter
Adaptive Wiener filter implementation
melihaltun/Arduino_MPU6050_controller
Arduino code to read MPU6050 accelerometer/gyroscope sensor using I2C
melihaltun/cats_vs_dogs_recognition
Cats vs Dogs image classification with transfer learning from vgg16
melihaltun/Chain_code
Chain code feature generation for image processing
melihaltun/Cholesky_Decomposition
Cholesky Decomposition and Matrix Inversion
melihaltun/csvParser
A csv parser that can read a comma or space delimited text file with integer and floating numbers
melihaltun/CUDA_matrix_multiplication
A demo code that compares the speed of two matrix multiplication functions executed by the CPU and the GPU
melihaltun/DigitRecognition_w_LSTM
MNIST digit recognition using LSTM networks
melihaltun/fast_inverse_square_root_Matlab
Matlab code to demonstrate fast inverse square root algorithm
melihaltun/LU_Decomposition
Lower upper matrix decomposition and determinant algorithm
melihaltun/MNIST_classifier_using_Keras_Deep_CNN
A deep CNN implementation for solving MNIST digit recognizer dataset, which achieves 99% accuracy.
melihaltun/myDFT
Real and complex Discrete Fourier Transform and inverse Discrete Fourier Transform functions
melihaltun/Nth_root_finder
Finds the n_th root of a rational or complex number using Newton's method
melihaltun/polygon_overlap
Given two sets of polygons, finds the regions where polygons from one set overlap the polygons from the other set.
melihaltun/QR_decomposition
QR decomposition of a matrix into an orthogonal and an upper triangle matrix
melihaltun/quad_7_segment_display_driver
Arduino code to drive a common cathode quad 7 segment display
melihaltun/sign_language_image_recognition
A sign language image classification using transfer learning from MobileNet model.
melihaltun/sortAlgorithms
A selection of iterative and recursive sort algorithms
melihaltun/SVD_and_Pinv
Singular value decomposition and pseudo inverse functions