Antonius FreenergiConvolutional Neural Network for Object Recognition and DetectionBasically computer vision has 4 main tasks :Jul 12, 2019Jul 12, 2019
Antonius FreenergiConvolutional Operation on Convolutional Neural NetworkIn order to get enlightenment of how convolutional layer operate, have a look at above image. Based from above picture we have an input…Jul 9, 2019Jul 9, 2019
Antonius FreenergiCardboard Box Detection using RetinaNet (Keras)Keras RetinaNet is keras implementation of RetinaNet object detection as described in Focal Loss for Dense Object Detection Paper by…Jul 3, 20196Jul 3, 20196
Antonius FreenergiRegular Inverse & Pseudo Inverse Matrix Calculation using Singular Value Decompositionn.b : “some formattings removed by medium, original writting can be found at…Jul 16, 20181Jul 16, 20181
Antonius FreenergiCalculus 3 — First Order Partial DerivativesRecently, I encountered a matrix called jacobian matrix. Jacobian matrix is a matrix that consists of first order partial derivatives of…Jul 5, 20181Jul 5, 20181
Antonius FreenergiMatrix Determinant — Laplace and Sarrus MethodN.B some of matrix picture might be good since it was generated from https://www.symbolab.com/solver/matrix-vector-calculator , meanwhile…Jul 5, 2018Jul 5, 2018
Antonius FreenergiForward Kinematics Calculation for Robotic ArmRingLayer RoboticJun 19, 20181Jun 19, 20181