parham1998 Goto Github PK

age-invariant-face-recognition-based-on-deep-features-analysis

Age-invariant face recognition based on deep features analysis

applied-deep-learning

Applied Deep Learning Course

cnn_image_annotaion

Implementation of some basic Image Annotation methods (using various loss functions & threshold optimization) on Corel-5k dataset with PyTorch library

cnns-pytorch

Implementation of some popular CNNs (VGG-Net, Res-Net, Mobile-Net) for image classification on CIFAR-10 dataset with PyTorch library

covid-19_recognition

Implementation of a pre-trained CNN for recognizing the covid-19 from chest X-Ray images with PyTorch library

enhancing-high-vocabulary-ia-with-a-novel-attention-based-pooling

Official Pytorch Implementation of: "Enhancing High-Vocabulary Image Annotation with a Novel Attention-Based Pooling"

gcn_image_annotation

Implementation of Graph Convolutional Network to Annotate Corel-5k images with PyTorch library

generative_adversarial_networks

Implementation of some types of GANs (Deep convolutional GAN - Wasserstein GAN - conditional GAN) with PyTorch library

improving-loss-function-for-deep-cnn-based-aia

Official Pytorch Implementation of: "Improving Loss Function for Deep CNN-based Automatic Image Annotation"

isolated-digits-recognition

Implementation of Persian Isolated-Digits Recognition with Matlab

k-means

Implementation of the k-means algorithm with Matlab

kernel-density-estimation

Implementation of Kernel-Density-Estimation (KDE) with Matlab

knights-tour

Implementation of knight’s tour problem using Warnsdorff's rule with JavaFX

linear_regression_pytorch

Implementation of a simple Linear Regression model with Numpy & PyTorch library

lstm_projects

Implementation of some fun projects with LSTM (long short-term memory) architecture by PyTorch library

mackey_glass_time_series

Implementation of a two-layer perceptron (from scratch) with four back-propagation methods in Python

naive-bayes-classifier

Classification of papers with Naive Bayes algorithm

neural-network

Implementation of some simple Neural-Networks for binary classification with newff toolbox in Matlab

neural_style_transfer

Implementation of Neural Style Transfer algorithm with PyTorch library

parham1998.github.io

pentago_mini-max

Implementation of Pentago game using mini-max algorithm and alpha-beta pruning with JavaFX

pitch-detection

Implementation of Pitch Detection algorithms with Matlab

recurrent_image_annotation

Implementation of some popular Recurrent Image Annotation papers on Corel-5k dataset with PyTorch library

simple_diffusion_model

Implementation of a simple Diffusion model on Sprite dataset with PyTorch library

tictactoe_mini-max

Implementation of Tic tac toe game using mini-max algorithm and alpha-beta pruning with JavaFX

wumpus_q-learning

Implementation of 5*5 Wumpus game using Q-Learning algorithm with python and javascript