My name is Alex
These are my projects
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Few Shot Object Detection
By its nature, deep learning can not generalise well from a few examples. This is why the detection of rare objects is a difficult problem. Read more...
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Mosaic Augmentation
Mosaic data augmentation technique introduced in YOLOv4 paper implemented in Pytorch. In this method four images are combined into a grid and then randomly cropped. Read more...
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Sample Blog
A sample blog made using HUGO, which is an extremely fast framework for building static sites written in Golang - it is perfect for blogs and documentations. Read more...
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Computer Simulation of Three Dimensional Wet Foams
Most computer simulations in the area of foams have been performed in the dry limit. Wet foams, on the other hand, do not receive as much attention; nonetheless, their significance cannot be overstated. Read more...
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Electro-Nuclear Spin-Phonon Coupling and Relaxation in Molecular Qubits
A study of the electro-nuclear spin-phonon coupling and relaxation in molecular qubits. Developed a machine learning model capable of predicting the spin and spin-phonon Hamiltonians from the first principle. Read more...
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Fractal Electronic Quantum Systems
Recent developments in technology allow us to control matter on the nano-scales. This enabled the creation and study of electronic quantum systems (EQS). Read more...
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Monte Carlo Simulation of Quantum Fields
The order of updates, in Monte Carlo computations of quantum fields, has been found to have an impact on the accuracy of the correlation function - this impact is dependent on the temperature given to the system. Read more...
