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Bashar Shami's Projects

herculien icon herculien

HercuLien - Large Format, Dual Extrusion, Bowden/Direct Drive Modular, 3D Printer. Inspired by many... Created by me.

hmrf-em icon hmrf-em

A MATLAB implementation of the HMRF as described in "Segmentation of Brain MR Images Through a Hidden Markov Random Field Model and the Expectation-Maximization Algorithm" (Zhang et al., 2001). The HMRF is used to segment images from the cross-sectional OASIS-brains dataset

hospital_android icon hospital_android

The Hospital Management system app has been developed using Android Studio for Android devices. This android app tries to give an overall view of the different elements that can interact in a Hospital system.

hough icon hough

Linear Hough Transformation in C++

hough-line-transform icon hough-line-transform

Canny implementation to detect edges and hough detector to find lines in the edged image

hrfae icon hrfae

Official implementation for paper High Resolution Face Age Editing

hub icon hub

Dataset format for AI. Build, manage, query & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai

huffman-coding icon huffman-coding

Data compression with Huffman Coding (greedy algorithm) tried on EEG time series

illuminati icon illuminati

Developing a Android AI application which can help the users self diagnosis of ones disease and medical condition. The Various Sensors and other biometric devices can record users details regarding it's vital organs. Based on Artificial Intelligence and Machine Learning we would design a algorithm which could predict the disease of a person using the series of questions related to symptoms. After the Symptoms and recognition of disease the user will be suggested Generic Medicines for the same and nearest location to get that.

image-classification-using-transfer-learning icon image-classification-using-transfer-learning

We used a pretrained network VGG16 as convolutional base and the output and then pass it through a fully connected dense layer then through a output layer with softmax activation function

image-steganography icon image-steganography

In this project, steganography is done which is based on Block-DCT and Huffman coding, where DCT is used to transform original image (cover image) blocks from spatial domain to frequency domain and Huffman coding is done to convert messages into bits of 0’s and 1’s. Huffman encoding is performed on the secret messages before embedding and each bit of Huffman code of secret message is embedded in the frequency domain by altering the least significant bit of each of the DCT coefficients of cover image blocks. High level security is maintained since the secret message cannot be extracted without knowing decoding rules and Huffman table.

image_detection icon image_detection

This is my first ml based project and it is trained to recognize and different types of vehicles.

image_processing_algorithms icon image_processing_algorithms

Image processing algorithm implementations. Includes Nearest-Neighbor, Bilinear, Bicubic Interpolation, Skeletonization, Hough Transform, Convolution and Sobel operators, Median Filter.

imageclassification icon imageclassification

The vehicle images have been classified based on the types / vehicle ids using machine learning models like network reduction , KNN models

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