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Intelligent Information Processing and Software Testing Lab (https://iiplab.ce.kntu.ac.ir)
- Oulu, Finland
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Official Pytorch Implementation of: "Improving Loss Function for Deep CNN-based Automatic Image Annotation"
image-annotation pytorch convoloutional-neural-networks tresnet asymmetric-loss matthews-correlation-coefficient iapr-tc-12Python UpdatedSep 14, 2023 -
Official Pytorch Implementation of: "Enhancing High-Vocabulary Image Annotation with a Novel Attention-Based Pooling"
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Simple_Diffusion_Model Public
Implementation of a simple Diffusion model on Sprite dataset with PyTorch library
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Recurrent_Image_Annotation Public
Implementation of some popular Recurrent Image Annotation papers on Corel-5k dataset with PyTorch library
Python UpdatedMay 13, 2023 -
Applied-Deep-Learning Public
Forked from maziarraissi/Applied-Deep-LearningApplied Deep Learning Course
UpdatedJan 28, 2023 -
LSTM_Projects Public
Implementation of some fun projects with LSTM (long short-term memory) architecture by PyTorch library
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GCN_Image_Annotation Public
Implementation of Graph Convolutional Network to Annotate Corel-5k images with PyTorch library
pytorch convolutional-neural-networks multi-label-classification graph-convolutional-networks gcn adjacency-matrix automatic-image-annotationPython UpdatedOct 1, 2022 -
CNN_Image_Annotaion Public
Implementation of some basic Image Annotation methods (using various loss functions & threshold optimization) on Corel-5k dataset with PyTorch library
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Age-invariant-face-recognition-based-on-deep-features-analysis Public
Forked from hosein-srj/Age-invariant-face-recognition-based-on-deep-features-analysisAge-invariant face recognition based on deep features analysis
Python UpdatedDec 16, 2021 -
Neural_Style_Transfer Public
Implementation of Neural Style Transfer algorithm with PyTorch library
Python UpdatedDec 15, 2021 -
Mackey_Glass_Time_Series Public
Implementation of a two-layer perceptron (from scratch) with four back-propagation methods in Python
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Implementation of some types of GANs (Deep convolutional GAN - Wasserstein GAN - conditional GAN) with PyTorch library
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Pentago_mini-max Public
Implementation of Pentago game using mini-max algorithm and alpha-beta pruning with JavaFX
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Covid-19_Recognition Public
Implementation of a pre-trained CNN for recognizing the covid-19 from chest X-Ray images with PyTorch library
Python UpdatedOct 23, 2021 -
Knights-Tour Public
Implementation of knightβs tour problem using Warnsdorff's rule with JavaFX
Java UpdatedOct 23, 2021 -
Tictactoe_mini-max Public
Implementation of Tic tac toe game using mini-max algorithm and alpha-beta pruning with JavaFX
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Wumpus_Q-Learning Public
Implementation of 5*5 Wumpus game using Q-Learning algorithm with python and javascript
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Naive-Bayes-Classifier Public
Classification of papers with Naive Bayes algorithm
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Pitch-Detection Public
Implementation of Pitch Detection algorithms with Matlab
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Isolated-Digits-Recognition Public
Implementation of Persian Isolated-Digits Recognition with Matlab
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Kernel-Density-Estimation Public
Implementation of Kernel-Density-Estimation (KDE) with Matlab
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Neural-Network Public
Implementation of some simple Neural-Networks for binary classification with newff toolbox in Matlab
machine-learning neural-network matlab classification pattern-recognition backpropagation-algorithm theodoridisMATLAB UpdatedOct 23, 2021 -
CNNs-PyTorch Public
Implementation of some popular CNNs (VGG-Net, Res-Net, Mobile-Net) for image classification on CIFAR-10 dataset with PyTorch library
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Linear_Regression_PyTorch Public
Implementation of a simple Linear Regression model with Numpy & PyTorch library
Python UpdatedAug 2, 2021