https://github.com/parham1998/cnns-pytorch

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

cifar-10 convolutional-neural-networks deep-residual-network image-classification image-processing mobilenet mobilenetv1 mobilenetv2 neural-network python pytorch residual-networks resnet vgg16

Last synced: 15 Apr 2025

https://github.com/parham1998/kernel-density-estimation

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

density-estimation gaussian-kernel gaussian-mixture-models kernel-density-estimation matlab pattern-recognition theodoridis

Last synced: 15 Apr 2025

https://github.com/parham1998/isolated-digits-recognition

Implementation of Persian Isolated-Digits Recognition with Matlab

digits-recognition isolated-digits matlab mfcc-features speech-recognition

Last synced: 12 Mar 2025

https://github.com/parham1998/pentago_mini-max

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

alpha-beta-pruning java javafx minimax-algorithm pentago

Last synced: 12 Mar 2025

https://github.com/parham1998/wumpus_q-learning

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

javascript python q-learning reinforcement-learning wumpus-game

Last synced: 12 Mar 2025

https://github.com/parham1998/naive-bayes-classifier

Classification of papers with Naive Bayes algorithm

classification keyword-extraction naive-bayes naive-bayes-classifier preprocessing python tf-idf word-frequency

Last synced: 12 Mar 2025

https://github.com/parham1998/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"

asymmetric-loss convolutional-neural-networks corel-5k esp-game high-vocabulary-image-annotation iapr-tc-12 image-annotation pytorch transformer-decoder transformers tresnet vg-500

Last synced: 15 Apr 2025

https://github.com/parham1998/tictactoe_mini-max

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

alpha-beta-pruning java javafx mini-max-algorithm tic-tac-toe tic-tac-toe-java

Last synced: 12 Mar 2025

https://github.com/parham1998/lstm_projects

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

attention-mechanism emojify lstm recurrent-neural-networks seq2seq sequence-generation

Last synced: 12 Mar 2025

https://github.com/parham1998/cnn_image_annotaion

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

asymmetric-loss binary-crossentropy convolutional-neural-networks corel-5k deep-neural-networks focal-loss image-annotation matthews-correlation-coefficient multilabel-classification pairwise-ranking pytorch resnet101 resnext tresnet xception-net

Last synced: 12 Mar 2025

https://github.com/parham1998/mackey_glass_time_series

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

adaptive-learning-rate back-propagation emotional-learning levenberg-marquardt-algorithm mlp-regressor python stochastic-gradient-descent

Last synced: 12 Mar 2025

https://github.com/parham1998/knights-tour

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

chess java javafx knights-tour warnsdorff-rule

Last synced: 12 Mar 2025

https://github.com/parham1998/neural-network

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

backpropagation-algorithm classification machine-learning matlab neural-network pattern-recognition theodoridis

Last synced: 12 Mar 2025

https://github.com/parham1998/covid-19_recognition

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

convolutional-neural-networks corona-virus covid-19 image-recognition python pytorch vgg16 x-ray-images

Last synced: 12 Mar 2025

https://github.com/parham1998/pitch-detection

Implementation of Pitch Detection algorithms with Matlab

autocorrelation cepstrum matlab pitch-detection pitch-estimation speech-recognition

Last synced: 12 Mar 2025

https://github.com/parham1998/improving-loss-function-for-deep-cnn-based-aia

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

asymmetric-loss convoloutional-neural-networks corel5k esp-game iapr-tc-12 image-annotation matthews-correlation-coefficient pytorch t-resnet tresnet

Last synced: 12 Mar 2025

https://github.com/parham1998/simple_diffusion_model

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

ddim ddpm diffusion diffusion-models generative-models pytorch u-net

Last synced: 12 Mar 2025

https://github.com/parham1998/parham1998.github.io

Last synced: 12 Mar 2025

https://github.com/parham1998/gcn_image_annotation

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

adjacency-matrix automatic-image-annotation convolutional-neural-networks corel-5k gcn graph-convolutional-networks multi-label-classification pytorch

Last synced: 12 Mar 2025

https://github.com/parham1998/recurrent_image_annotation

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

automatic-image-annotation beam-search-algorithm cnn convolutional-neural-networks deep-neural-networks lstm multi-label-classification python pytorch rare-first recurrent-neural-networks rnn

Last synced: 12 Mar 2025

https://github.com/parham1998/linear_regression_pytorch

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

backpropagation gradient-descent linear-regression loss-functions numpy python pytorch

Last synced: 12 Mar 2025

https://github.com/parham1998/neural_style_transfer

Implementation of Neural Style Transfer algorithm with PyTorch library

convolutional-neural-networks gram-matrix hidden-layers neural-style-transfer python pytorch vgg19

Last synced: 12 Mar 2025

https://github.com/parham1998/facial-privacy-protection

[CVPR 2025] Official Implementation of the Paper "Enhancing Facial Privacy Protection via Weakening Diffusion Purification"

ddim-inversion diffusion-models diffusion-purification face-editing privacy-protection stable-diffusion

Last synced: 04 Mar 2025

https://github.com/parham1998/generative_adversarial_networks

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

conditional-gans deep-convolutional-networks discriminator gan generative-adversarial-network generator wasserstein-distance wasserstein-gan

Last synced: 12 Mar 2025

https://github.com/parham1998/k-means

Implementation of the k-means algorithm with Matlab

clustering k-means matlab pattern-recognition theodoridis

Last synced: 12 Mar 2025