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Semantic segmentation of road networks in high-resolution satellite images using a deep neural network architecture.
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A controllable generative model using a Convolutional Variational Autoencoder (VAE) with GUI to generate faces with desirable features.
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StereoVision-SLAM Public
StereoVision-SLAM is a real-time visual stereo SLAM (Simultaneous Localization and Mapping)
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Traffic flow monitoring using thermal camera: Detection of vehicles through fine-tuned YOLO-NAS, tracking of objects using SORT, and counting unique objects of interest as they pass through specifi…
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Multi-object tracking using a tracking-by-detection scheme with YOLO-NAS + DeepSORT.
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Probabilistic Graphical Models for Stereo Disparity Map Reconstruction by Factor Graph and Belief Propagation Maximum A Posteriori
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Siamese-Net-Stereo-Depth Public
A straightforward Siamese network designed for block matching to generate a disparity map
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ResNet-Backbone-Family Public
Implementation of ResNet backbone on CIFAR-10
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Eight-Point Essential Matrix Estimation with PyTorch to Use GPU and CPU
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Shakespearean-Text-Generator Public
This repository contains a very simple transformer neural network trained on the works of Shakespeare for educational purposes..
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UWO_DataScience Public
Assignments of Western University Data Science Course (DS 3000B / DS 9000B)
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PytorchRevelio Public
Visualization toolkit for learned features of neural networks in PyTorch. Feature Visualizer, Saliency Map, Guided Gradients, Grad-CAM, DeepDream, ...
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AUT_Optimization Public
This Repository contains my answers to Optimization assignments of Amirkabir University of Technology.
Python UpdatedMay 15, 2020 -
AUT_Computer_Vision Public
This Repository contains my answers to Computer Vision (CV) assignments of Amirkabir University of Technology.
Python UpdatedMay 15, 2020 -
AUT_Neural_Networks Public
This Repository contains my answers to Artificial Neural Networks (ANN) assignments of Amirkabir University of Technology
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AUT_Digital_Image_Processing Public
This Repository contains my answers to Digital Image Processing (DIP) assignments of Amirkabir University of Technology.
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This Repository contains my answers to Probabilistic Graphical Model (PGM) assignments of Amirkabir University of Technology.
Python UpdatedMay 15, 2020 -
AUT_Machine_Learning Public
This Repository contains my answers to Machine Learning (ML) assignments of Amirkabir University of Technology. Each assignment includes questions, codes and report. Professor: Dr. Ehsan Nazerfard …
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AUT_Pattern_Recognition Public
This Repository contain my answers to Pattern Recognition (PR) assignments of Amirkabir University of Technology
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