Faber Silitonga's repositories
piv_liteflownet-pytorch
PIV image processing solver using LiteFlowNet model, written in PyTorch as the deep learning framework
abrosua.github.io
Get to know more about me
tfjs-spoof-detection
Face anti-spoofing detection web application using Node.js
face-anti-spoofing
Face detection model to classify either the face is spoof or not using MobileNet v2 SSD
nft-demo
This is my attempt to create NFT tokens with ERC-721 and ERC-1155 using Brownie
aave-v3-interface
Simple AAVE v3 lending interface to supply collateral and borrow/repay tokens
erc20-abro
ERC-20 burnable token: $ABRO
smart-lottery
Lottery smart contract, built with Brownie and deployed on Sepolia Testnet
brownie-fund-me
First journey to the blockchain engineering
ml-with-numpy
Machine Learning models implementation using NumPy and NumPy only
xception-pneumonia
Pneumonia image classifier from X-ray images using Xception network with TensorFlow 2
PIV-LiteFlowNet-en
Particle image velocimetry via a deep neural network (LiteFlowNet)
pyJHTDB
Python wrapper for the Johns Hopkins turbulence database library
cai-piv_dataset
PIV dataset from Cai et al., 2019 - "Dense motion estimation of particle images via a convolutional neural network"
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS
pytorch-liteflownet
a reimplementation of LiteFlowNet in PyTorch that matches the official Caffe version
pytorch-caffe
load caffe prototxt and weights directly in pytorch
alpr-unconstrained
License Plate Detection and Recognition in Unconstrained Scenarios
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.
coarse_to_fine_HS_PIV
coarse-to-fine variational optical flow method for fluid flows
Awesome-CV
:page_facing_up: Awesome CV is LaTeX template for your outstanding job application
Data-Science--Cheat-Sheet
Cheat Sheets
predictive-filter-flow
Predictive Filter Flow for fully/self-supervised learning on various vision tasks
TFJS-ObjectDetection
Building Realtime Object Detection WebApp with Tensorflow.js and Angular
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
BoundaryLayer-solver
Laminar boundary layer solver using Karman-Pohlhausen approximation method, coupled with potential solver using Vortex Panel Method to perform viscous-inviscid interaction.