sumeyye-agac

homography-and-image-stitching-from-scratch

Implemention of a python program which can stitch input images together to create a single panoramic image, called blended image

next-word-prediction-using-MLP-from-scratch

Implementation of a simple neural language model (multi-layer perceptron) from scratch for next word prediction

object-classification-CIFAR10-tensorflow

Implementation of a 3-layer CNN for object classification using tensorflow library

deep-learning-for-HAR

Different experiments to understand the impact of attention for Human Activity Recognition (HAR) purpose

expectation-maximization-for-gaussian-mixture-model-from-scratch

Expectation-Maximization (EM) algorithm for Gaussian mixture model (GMM) from scratch

performance-analysis-of-biometric-system

Analysis of a biometric system's verification performance using similarity matrices

channel-distillation

PyTorch implementation for Channel Distillation

color-quantization-and-connected-component-analysis

Implementation of color quantization using k-means and connected components analysis algorithms from scratch

DeepConvLSTM

Deep learning framework for wearable activity recognition based on convolutional and LSTM recurretn layers

DeepSense

Deepsense: a unified deep learning framework for time-series mobile sensing data processing.

Human_Activity_Recognition

Performed various Deep Learning techniques to detect Human Activity using Sequential Data detect human activities generated by sensor-based wearable devices

variational-autoencoder-MNIST-tensorflow

Implementation of VAE where the encoder is an LSTM and the decoder is a CNN

glass-data-participant-detection

imdb-movie-classification

A simple movie classifier (good-bad) implementation using IMDB movie data

logistic-regression-from-scratch

Implementation of logistic regression from scratch using stochastic gradient descent (SGD) algorithm

sumeyye-agac