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Faber Silitonga's Projects

aave-v3-interface icon aave-v3-interface

Simple AAVE v3 lending interface to supply collateral and borrow/repay tokens

awesome-cv icon awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

boundarylayer icon boundarylayer

Boundary layer solver using approximation method for both laminar and turbulent regime, it's coupled with a potential flow solver using Vortex Panel method to perform viscous-inviscid interaction.

boundarylayer-solver icon boundarylayer-solver

Laminar boundary layer solver using Karman-Pohlhausen approximation method, coupled with potential solver using Vortex Panel Method to perform viscous-inviscid interaction.

cai-piv_dataset icon cai-piv_dataset

PIV dataset from Cai et al., 2019 - "Dense motion estimation of particle images via a convolutional neural network"

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

face-anti-spoofing icon face-anti-spoofing

Face detection model to classify either the face is spoof or not using MobileNet v2 SSD

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

mc-cnn icon mc-cnn

Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches

ml-with-numpy icon ml-with-numpy

Machine Learning models implementation using NumPy and NumPy only

nft-demo icon nft-demo

This is my attempt to create NFT tokens with ERC-721 and ERC-1155 using Brownie

piv-viz icon piv-viz

Velocity field visualization for either PIV or optical flow results

piv_liteflownet-pytorch icon piv_liteflownet-pytorch

PIV image processing solver using LiteFlowNet model, written in PyTorch as the deep learning framework

pyjhtdb icon pyjhtdb

Python wrapper for the Johns Hopkins turbulence database library

pytorch-liteflownet icon pytorch-liteflownet

a reimplementation of LiteFlowNet in PyTorch that matches the official Caffe version

smart-lottery icon smart-lottery

Lottery smart contract, built with Brownie and deployed on Sepolia Testnet

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